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Journal of the American Statistical Association / Taylor & Francis Journals

Citation Profile [Updated: 2022-01-09 21:43:50]
5 Years H
29
Impact Factor
0.78
5 Years IF
0.76
Data available in this report

[Raw data] [50 most cited papers] [50 most relevant papers] [cites used to compute IF] [Recent citations ][Frequent citing series ] [more data in EconPapers] [trace new citations] [Missing citations? Add them now] [Incorrect content? Let us know]

Main indicators
Raw Data

 

IF AIF CIF IF5 DOC CDO CIT NCI CCU D2Y C2Y D5Y C5Y SC %SC CiY II AII
1990 0 0.09 0 0 0 0 0 0 0 0 0 0 0.04
1991 0 0.08 0 0 0 0 0 0 0 0 0 0 0.04
1992 0 0.09 0 0 0 0 0 0 0 0 0 0 0.04
1993 0 0.11 0 0 0 0 0 0 0 0 0 0 0.05
1994 0 0.12 0 0 0 0 0 0 0 0 0 0 0.06
1995 0 0.19 0 0 0 0 0 0 0 0 0 0 0.08
1996 0 0.22 0 0 0 0 0 0 0 0 0 0 0.1
1997 0 0.22 0 0 0 0 0 0 0 0 0 0 0.09
1998 0 0.26 0 0 0 0 0 0 0 0 0 0 0.12
1999 0 0.27 0 0 0 0 0 0 0 0 0 0 0.13
2000 0 0.32 0 0 0 0 0 0 0 0 0 0 0.14
2001 0 0.35 0 0 0 0 0 0 0 0 0 0 0.15
2002 0 0.37 0 0 0 0 0 3 0 0 0 0 0.19
2003 0 0.4 0 0 0 0 0 3 0 0 0 0 0.19
2004 0 0.44 0 0 0 0 0 3 0 0 0 0 0.2
2005 0 0.45 0 0 0 0 0 3 0 0 0 0 0.21
2006 0 0.46 0 0 0 0 0 3 0 0 0 0 0.2
2007 0 0.42 0 0 0 0 0 3 0 0 0 0 0.18
2008 0 0.44 0 0 1 1 0 3 0 0 0 0 0.2
2009 0 0.43 1 0 0 1 0 4 1 1 0 0 0.21
2010 0 0.43 1 0 0 1 0 5 1 1 0 0 0.18
2011 0 0.45 0 0 1 2 0 5 0 1 0 0 0.2
2012 0 0.45 0.09 0 119 121 1238 10 16 1 2 0 10 0.08 0.19
2013 0.39 0.5 0.26 0.39 127 248 724 61 80 120 47 121 47 4 6.6 12 0.09 0.21
2014 0.53 0.51 0.42 0.53 136 384 787 161 241 246 130 247 130 18 11.2 21 0.15 0.2
2015 0.54 0.5 0.55 0.66 154 538 813 287 535 263 141 383 254 30 10.5 7 0.05 0.19
2016 0.41 0.5 0.55 0.61 166 704 489 381 921 290 119 537 325 36 9.4 1 0.01 0.18
2017 0.49 0.5 0.76 0.74 156 860 506 649 1572 320 157 702 516 53 8.2 13 0.08 0.18
2018 0.48 0.54 0.71 0.59 152 1012 593 719 2292 322 154 739 438 1 0.1 35 0.23 0.21
2019 0.7 0.58 0.75 0.67 171 1183 228 886 3178 308 216 764 510 0 19 0.11 0.21
2020 0.78 0.75 0.83 0.76 188 1371 82 1144 4322 323 251 799 607 3 0.3 16 0.09 0.29
IF: Impact Factor: C2Y / D2Y
AIF: Average Impact Factor for series in RePEc in year y
CIF: Cumulative impact factor
IF5: Impact Factor: C5Y / D5Y
DOC: Number of documents published in year y
CDO: Cumulative number of documents published until year y
CIT: Number of citations to papers published in year y
NCI: Number of citations in year y
CCU: Cumulative number of citations to papers published until year y
D2Y: Number of articles published in y-1 plus y-2
C2Y: Cites in y to articles published in y-1 plus y-2
D5Y: Number of articles published in y-1 until y-5
C5Y: Cites in y to articles published in y-1 until y-5
SC: selft citations in y to articles published in y-1 plus y-2
%SC: Percentage of selft citations in y to articles published in y-1 plus y-2
CiY: Cites in year y to documents published in year y
II: Immediacy Index: CiY / Documents.
AII: Average Immediacy Index for series in RePEc in year y
50 most cited documents in this series
#YearTitleCited
12018Estimation and Inference of Heterogeneous Treatment Effects using Random Forests. (2018). Wager, Stefan ; Athey, Susan. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:113:y:2018:i:523:p:1228-1242.

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180
22012Identifying the Effects of SNAP (Food Stamps) on Child Health Outcomes When Participation Is Endogenous and Misreported. (2012). Pepper, John ; Kreider, Brent ; Jolliffe, Dean ; Gundersen, Craig. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:107:y:2012:i:499:p:958-975.

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100
32012Vast Portfolio Selection With Gross-Exposure Constraints. (2012). Fan, Jianqing ; Yu, Ke ; Zhang, Jingjin . In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:107:y:2012:i:498:p:592-606.

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88
42015Optimal Data-Driven Regression Discontinuity Plots. (2015). Cattaneo, Matias ; Calonico, Sebastian ; Titiunik, Rocio. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:110:y:2015:i:512:p:1753-1769.

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86
52017Variational Inference: A Review for Statisticians. (2017). Blei, David M ; McAuliffe, Jon D ; Kucukelbir, Alp. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:112:y:2017:i:518:p:859-877.

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80
62012Feature Screening via Distance Correlation Learning. (2012). Zhu, Liping ; Zhong, Wei ; Li, Runze. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:107:y:2012:i:499:p:1129-1139.

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71
72012Estimating Individualized Treatment Rules Using Outcome Weighted Learning. (2012). Zeng, Donglin ; Zhao, Yingqi ; Kosorok, Michael R. ; Rush, John A.. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:107:y:2012:i:499:p:1106-1118.

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68
82014Filtering With Heavy Tails. (2014). Harvey, Andrew ; Luati, Alessandra. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:109:y:2014:i:507:p:1112-1122.

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68
92012Clustering, Spatial Correlations, and Randomization Inference. (2012). Imbens, Guido ; Diamond, Rebecca ; Barrios, Thomas. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:107:y:2012:i:498:p:578-591.

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64
102018On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference. (2018). Calonico, Sebastian ; Farrell, Max H ; Cattaneo, Matias D. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:113:y:2018:i:522:p:767-779.

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63
112015Wanna Get Away? Regression Discontinuity Estimation of Exam School Effects Away From the Cutoff. (2015). Angrist, Joshua ; Rokkanen, Miikka . In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:110:y:2015:i:512:p:1331-1344.

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53
122012New Weighted Portmanteau Statistics for Time Series Goodness of Fit Testing. (2012). Gallagher, Colin M. ; Fisher, Thomas J.. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:107:y:2012:i:498:p:777-787.

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50
132015Simulating and Analyzing Order Book Data: The Queue-Reactive Model. (2015). LEHALLE, Charles-Albert ; Rosenbaum, Mathieu ; Huang, Weibing . In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:110:y:2015:i:509:p:107-122.

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49
142013Bayesian Inference for Logistic Models Using Pólya--Gamma Latent Variables. (2013). Scott, James G. ; Polson, Nicholas G. ; Windle, Jesse . In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:108:y:2013:i:504:p:1339-1349.

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47
152012Vast Volatility Matrix Estimation Using High-Frequency Data for Portfolio Selection. (2012). Fan, Jianqing ; Li, Yingying ; Yu, Ke. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:107:y:2012:i:497:p:412-428.

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47
162012Using Conditional Kernel Density Estimation for Wind Power Density Forecasting. (2012). Jeon, Jooyoung ; Taylor, James W.. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:107:y:2012:i:497:p:66-79.

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45
172014Feature Selection for Varying Coefficient Models With Ultrahigh-Dimensional Covariates. (2014). Liu, Jingyuan ; Wu, Rongling . In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:109:y:2014:i:505:p:266-274.

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41
182014Nonparametric Independence Screening in Sparse Ultra-High-Dimensional Varying Coefficient Models. (2014). Fan, Jianqing ; Ma, Yunbei ; Dai, Wei. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:109:y:2014:i:507:p:1270-1284.

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37
192016A Model of Text for Experimentation in the Social Sciences. (2016). Roberts, Margaret E ; Airoldi, Edoardo M ; Stewart, Brandon M. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:111:y:2016:i:515:p:988-1003.

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36
202016Smoothing Parameter and Model Selection for General Smooth Models. (2016). Wood, Simon N ; Safken, Benjamin ; Pya, Natalya. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:111:y:2016:i:516:p:1548-1563.

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36
212012Quantile Regression for Analyzing Heterogeneity in Ultra-High Dimension. (2012). Wang, Lan ; Wu, Yichao ; Li, Runze. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:107:y:2012:i:497:p:214-222.

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35
222016Panel Data Models With Interactive Fixed Effects and Multiple Structural Breaks. (2016). Su, Liangjun ; Li, Degui ; Qian, Junhui. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:111:y:2016:i:516:p:1804-1819.

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35
232014A Model-Averaging Approach for High-Dimensional Regression. (2014). Ando, Tomohiro ; Li, Ker-Chau. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:109:y:2014:i:505:p:254-265.

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34
242015Dirichlet--Laplace Priors for Optimal Shrinkage. (2015). Bhattacharya, Anirban ; Dunson, David B ; Pillai, Natesh S ; Pati, Debdeep . In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:110:y:2015:i:512:p:1479-1490.

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34
252015On the Prediction of Stationary Functional Time Series. (2015). Aue, Alexander ; Hrmann, Siegfried ; Norinho, Diogo Dubart . In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:110:y:2015:i:509:p:378-392.

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33
262012A Semiparametric Approach to Dimension Reduction. (2012). Zhu, Liping ; Ma, Yanyuan. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:107:y:2012:i:497:p:168-179.

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32
272014A Simple Method for Estimating Interactions Between a Treatment and a Large Number of Covariates. (2014). Tian, LU ; Tibshirani, Robert ; Gentles, Andrew J. ; Alizadeh, Ash A.. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:109:y:2014:i:508:p:1517-1532.

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32
282013Estimation of Censored Quantile Regression for Panel Data With Fixed Effects. (2013). Lima, Luiz ; Lamarche, Carlos ; Galvao, Antonio F.. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:108:y:2013:i:503:p:1075-1089.

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32
292012Pair Copula Constructions for Multivariate Discrete Data. (2012). Panagiotelis, Anastasios ; Joe, Harry ; Czado, Claudia. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:107:y:2012:i:499:p:1063-1072.

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30
302014Model Selection via Bayesian Information Criterion for Quantile Regression Models. (2014). Park, Byeong U. ; Noh, Hohsuk ; Lee, Eun Ryung . In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:109:y:2014:i:505:p:216-229.

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29
312013Nonparametric Identification and Semiparametric Estimation of Classical Measurement Error Models Without Side Information. (2013). Schennach, Susanne ; Hu, Yingyao. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:108:y:2013:i:501:p:177-186.

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28
322015Stable Weights that Balance Covariates for Estimation With Incomplete Outcome Data. (2015). Zubizarreta, Jos R. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:110:y:2015:i:511:p:910-922.

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27
332016Optimal Model Averaging Estimation for Generalized Linear Models and Generalized Linear Mixed-Effects Models. (2016). Zhang, Xinyu ; Liang, Hua ; Zou, Guohua ; Yu, Dalei. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:111:y:2016:i:516:p:1775-1790.

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27
342013Misspecification Testing in a Class of Conditional Distributional Models. (2013). Wied, Dominik ; Rothe, Christoph. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:108:y:2013:i:501:p:314-324.

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27
352014Bayesian Forecasting of Cohort Fertility. (2014). Schmertmann, Carl ; Zagheni, Emilio ; Myrskyl, Mikko ; Goldstein, Joshua R.. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:109:y:2014:i:506:p:500-513.

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27
362012A Heckman Selection- t Model. (2012). Genton, Marc G. ; Marchenko, Yulia V.. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:107:y:2012:i:497:p:304-317.

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27
372013Multinomial Inverse Regression for Text Analysis. (2013). Taddy, Matt. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:108:y:2013:i:503:p:755-770.

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26
382014Multivariate Functional Halfspace Depth. (2014). Claeskens, Gerda ; Hubert, Mia ; Slaets, Leen ; Vakili, Kaveh . In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:109:y:2014:i:505:p:411-423.

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26
392014A Nonparametric Approach for Multiple Change Point Analysis of Multivariate Data. (2014). Matteson, David S. ; James, Nicholas A.. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:109:y:2014:i:505:p:334-345.

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25
402019Optimal Forecast Reconciliation for Hierarchical and Grouped Time Series Through Trace Minimization. (2019). Hyndman, Rob ; Athanasopoulos, George ; Wickramasuriya, Shanika L. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:114:y:2019:i:526:p:804-819.

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25
412012Positive-Definite â„“ 1 -Penalized Estimation of Large Covariance Matrices. (2012). Zou, Hui ; Ma, Shiqian ; Xue, Lingzhou. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:107:y:2012:i:500:p:1480-1491.

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24
422015Model-Free Feature Screening for Ultrahigh Dimensional Discriminant Analysis. (2015). Cui, Hengjian ; Zhong, Wei ; Li, Runze. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:110:y:2015:i:510:p:630-641.

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24
432020Simple Local Polynomial Density Estimators. (2020). Jansson, Michael ; Ma, Xinwei ; Cattaneo, Matias D. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:115:y:2020:i:531:p:1449-1455.

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24
442013From Depth to Local Depth: A Focus on Centrality. (2013). Paindaveine, Davy ; van Bever, Germain . In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:108:y:2013:i:503:p:1105-1119.

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24
452017Clustering Huge Number of Financial Time Series: A Panel Data Approach With High-Dimensional Predictors and Factor Structures. (2017). Bai, Jushan ; Ando, Tomohiro. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:112:y:2017:i:519:p:1182-1198.

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24
462013Two-Sample Covariance Matrix Testing and Support Recovery in High-Dimensional and Sparse Settings. (2013). Cai, Tony ; Xia, Yin ; Liu, Weidong. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:108:y:2013:i:501:p:265-277.

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23
472012Sparse Reduced-Rank Regression for Simultaneous Dimension Reduction and Variable Selection. (2012). Huang, Jianhua Z. ; Chen, Lisha . In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:107:y:2012:i:500:p:1533-1545.

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23
482015Semiparametric Pseudo-Likelihoods in Generalized Linear Models With Nonignorable Missing Data. (2015). Zhao, Jiwei ; Shao, Jun. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:110:y:2015:i:512:p:1577-1590.

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23
492013Dynamic Bayesian Forecasting of Presidential Elections in the States. (2013). Linzer, Drew A.. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:108:y:2013:i:501:p:124-134.

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23
502012Tracking Epidemics With Google Flu Trends Data and a State-Space SEIR Model. (2012). Lopes, Hedibert F. ; Dukic, Vanja ; Polson, Nicholas G.. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:107:y:2012:i:500:p:1410-1426.

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23
50 most relevant documents in this series (papers most cited in the last two years)
#YearTitleCited
12018Estimation and Inference of Heterogeneous Treatment Effects using Random Forests. (2018). Wager, Stefan ; Athey, Susan. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:113:y:2018:i:523:p:1228-1242.

Full description at Econpapers || Download paper

170
22017Variational Inference: A Review for Statisticians. (2017). Blei, David M ; McAuliffe, Jon D ; Kucukelbir, Alp. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:112:y:2017:i:518:p:859-877.

Full description at Econpapers || Download paper

64
32015Optimal Data-Driven Regression Discontinuity Plots. (2015). Cattaneo, Matias ; Calonico, Sebastian ; Titiunik, Rocio. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:110:y:2015:i:512:p:1753-1769.

Full description at Econpapers || Download paper

59
42018On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference. (2018). Calonico, Sebastian ; Farrell, Max H ; Cattaneo, Matias D. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:113:y:2018:i:522:p:767-779.

Full description at Econpapers || Download paper

58
52012Vast Portfolio Selection With Gross-Exposure Constraints. (2012). Fan, Jianqing ; Yu, Ke ; Zhang, Jingjin . In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:107:y:2012:i:498:p:592-606.

Full description at Econpapers || Download paper

39
62012New Weighted Portmanteau Statistics for Time Series Goodness of Fit Testing. (2012). Gallagher, Colin M. ; Fisher, Thomas J.. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:107:y:2012:i:498:p:777-787.

Full description at Econpapers || Download paper

37
72012Feature Screening via Distance Correlation Learning. (2012). Zhu, Liping ; Zhong, Wei ; Li, Runze. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:107:y:2012:i:499:p:1129-1139.

Full description at Econpapers || Download paper

34
82012Identifying the Effects of SNAP (Food Stamps) on Child Health Outcomes When Participation Is Endogenous and Misreported. (2012). Pepper, John ; Kreider, Brent ; Jolliffe, Dean ; Gundersen, Craig. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:107:y:2012:i:499:p:958-975.

Full description at Econpapers || Download paper

32
92016A Model of Text for Experimentation in the Social Sciences. (2016). Roberts, Margaret E ; Airoldi, Edoardo M ; Stewart, Brandon M. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:111:y:2016:i:515:p:988-1003.

Full description at Econpapers || Download paper

32
102016Smoothing Parameter and Model Selection for General Smooth Models. (2016). Wood, Simon N ; Safken, Benjamin ; Pya, Natalya. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:111:y:2016:i:516:p:1548-1563.

Full description at Econpapers || Download paper

29
112015Wanna Get Away? Regression Discontinuity Estimation of Exam School Effects Away From the Cutoff. (2015). Angrist, Joshua ; Rokkanen, Miikka . In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:110:y:2015:i:512:p:1331-1344.

Full description at Econpapers || Download paper

28
122013Bayesian Inference for Logistic Models Using Pólya--Gamma Latent Variables. (2013). Scott, James G. ; Polson, Nicholas G. ; Windle, Jesse . In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:108:y:2013:i:504:p:1339-1349.

Full description at Econpapers || Download paper

27
132015Simulating and Analyzing Order Book Data: The Queue-Reactive Model. (2015). LEHALLE, Charles-Albert ; Rosenbaum, Mathieu ; Huang, Weibing . In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:110:y:2015:i:509:p:107-122.

Full description at Econpapers || Download paper

26
142016Panel Data Models With Interactive Fixed Effects and Multiple Structural Breaks. (2016). Su, Liangjun ; Li, Degui ; Qian, Junhui. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:111:y:2016:i:516:p:1804-1819.

Full description at Econpapers || Download paper

25
152012Estimating Individualized Treatment Rules Using Outcome Weighted Learning. (2012). Zeng, Donglin ; Zhao, Yingqi ; Kosorok, Michael R. ; Rush, John A.. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:107:y:2012:i:499:p:1106-1118.

Full description at Econpapers || Download paper

25
162020Simple Local Polynomial Density Estimators. (2020). Jansson, Michael ; Ma, Xinwei ; Cattaneo, Matias D. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:115:y:2020:i:531:p:1449-1455.

Full description at Econpapers || Download paper

24
172015Dirichlet--Laplace Priors for Optimal Shrinkage. (2015). Bhattacharya, Anirban ; Dunson, David B ; Pillai, Natesh S ; Pati, Debdeep . In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:110:y:2015:i:512:p:1479-1490.

Full description at Econpapers || Download paper

24
182019Optimal Forecast Reconciliation for Hierarchical and Grouped Time Series Through Trace Minimization. (2019). Hyndman, Rob ; Athanasopoulos, George ; Wickramasuriya, Shanika L. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:114:y:2019:i:526:p:804-819.

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24
192018A Permutation Test for the Regression Kink Design. (2018). Jäger, Simon ; Ganong, Peter ; Jager, Simon. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:113:y:2018:i:522:p:494-504.

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22
202017Clustering Huge Number of Financial Time Series: A Panel Data Approach With High-Dimensional Predictors and Factor Structures. (2017). Bai, Jushan ; Ando, Tomohiro. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:112:y:2017:i:519:p:1182-1198.

Full description at Econpapers || Download paper

21
212018Balancing Covariates via Propensity Score Weighting. (2018). Li, Fan ; Zaslavsky, Alan M ; Morgan, Kari Lock. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:113:y:2018:i:521:p:390-400.

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21
222014Filtering With Heavy Tails. (2014). Harvey, Andrew ; Luati, Alessandra. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:109:y:2014:i:507:p:1112-1122.

Full description at Econpapers || Download paper

21
232012Clustering, Spatial Correlations, and Randomization Inference. (2012). Imbens, Guido ; Diamond, Rebecca ; Barrios, Thomas. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:107:y:2012:i:498:p:578-591.

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21
242015Stable Weights that Balance Covariates for Estimation With Incomplete Outcome Data. (2015). Zubizarreta, Jos R. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:110:y:2015:i:511:p:910-922.

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252014A Model-Averaging Approach for High-Dimensional Regression. (2014). Ando, Tomohiro ; Li, Ker-Chau. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:109:y:2014:i:505:p:254-265.

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262014Feature Selection for Varying Coefficient Models With Ultrahigh-Dimensional Covariates. (2014). Liu, Jingyuan ; Wu, Rongling . In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:109:y:2014:i:505:p:266-274.

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272016Optimal Model Averaging Estimation for Generalized Linear Models and Generalized Linear Mixed-Effects Models. (2016). Zhang, Xinyu ; Liang, Hua ; Zou, Guohua ; Yu, Dalei. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:111:y:2016:i:516:p:1775-1790.

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282014Model Selection via Bayesian Information Criterion for Quantile Regression Models. (2014). Park, Byeong U. ; Noh, Hohsuk ; Lee, Eun Ryung . In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:109:y:2014:i:505:p:216-229.

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292015On the Prediction of Stationary Functional Time Series. (2015). Aue, Alexander ; Hrmann, Siegfried ; Norinho, Diogo Dubart . In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:110:y:2015:i:509:p:378-392.

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302012Using Conditional Kernel Density Estimation for Wind Power Density Forecasting. (2012). Jeon, Jooyoung ; Taylor, James W.. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:107:y:2012:i:497:p:66-79.

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312018Exact p-Values for Network Interference. (2018). Athey, Susan ; Imbens, Guido W ; Eckles, Dean. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:113:y:2018:i:521:p:230-240.

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322014Nonparametric Independence Screening in Sparse Ultra-High-Dimensional Varying Coefficient Models. (2014). Fan, Jianqing ; Ma, Yunbei ; Dai, Wei. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:109:y:2014:i:507:p:1270-1284.

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332014A Simple Method for Estimating Interactions Between a Treatment and a Large Number of Covariates. (2014). Tian, LU ; Tibshirani, Robert ; Gentles, Andrew J. ; Alizadeh, Ash A.. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:109:y:2014:i:508:p:1517-1532.

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342015Model-Free Feature Screening for Ultrahigh Dimensional Discriminant Analysis. (2015). Cui, Hengjian ; Zhong, Wei ; Li, Runze. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:110:y:2015:i:510:p:630-641.

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352019Priors for the Long Run. (2019). Giannone, Domenico ; Primiceri, Giorgio E ; Lenza, Michele. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:114:y:2019:i:526:p:565-580.

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362012Vast Volatility Matrix Estimation Using High-Frequency Data for Portfolio Selection. (2012). Fan, Jianqing ; Li, Yingying ; Yu, Ke. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:107:y:2012:i:497:p:412-428.

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372015Semiparametric Pseudo-Likelihoods in Generalized Linear Models With Nonignorable Missing Data. (2015). Zhao, Jiwei ; Shao, Jun. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:110:y:2015:i:512:p:1577-1590.

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382016Hierarchical Nearest-Neighbor Gaussian Process Models for Large Geostatistical Datasets. (2016). Datta, Abhirup ; Gelfand, Alan E ; Finley, Andrew O ; Banerjee, Sudipto. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:111:y:2016:i:514:p:800-812.

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392015Bayesian Compressed Regression. (2015). Guhaniyogi, Rajarshi ; Dunson, David B. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:110:y:2015:i:512:p:1500-1514.

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402018Inference in Linear Regression Models with Many Covariates and Heteroscedasticity. (2018). Cattaneo, Matias D ; Newey, Whitney K ; Jansson, Michael. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:113:y:2018:i:523:p:1350-1361.

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412017A Concave Pairwise Fusion Approach to Subgroup Analysis. (2017). Ma, Shujie ; Huang, Jian. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:112:y:2017:i:517:p:410-423.

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422015Latent Space Models for Dynamic Networks. (2015). Sewell, Daniel K ; Chen, Yuguo. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:110:y:2015:i:512:p:1646-1657.

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432014Multiply Robust Estimation in Regression Analysis With Missing Data. (2014). Han, Peisong . In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:109:y:2014:i:507:p:1159-1173.

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442017Residual Weighted Learning for Estimating Individualized Treatment Rules. (2017). Zhou, Xin ; Kosorok, Michael R ; Khan, Umer ; Mayer-Hamblett, Nicole . In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:112:y:2017:i:517:p:169-187.

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452017A Framework for Synthetic Control Methods With High-Dimensional, Micro-Level Data: Evaluating a Neighborhood-Specific Crime Intervention. (2017). Robbins, Michael W ; Kilmer, Beau ; Saunders, Jessica. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:112:y:2017:i:517:p:109-126.

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462017A Simple Parametric Model Selection Test. (2017). Wilhelm, Daniel ; Schennach, Susanne. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:112:y:2017:i:520:p:1663-1674.

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472015Bayesian Inference of Multiple Gaussian Graphical Models. (2015). Peterson, Christine ; Vannucci, Marina ; Stingo, Francesco C. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:110:y:2015:i:509:p:159-174.

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482015Quantile Correlations and Quantile Autoregressive Modeling. (2015). Li, Guodong ; Tsai, Chih-Ling. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:110:y:2015:i:509:p:246-261.

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492013Multinomial Inverse Regression for Text Analysis. (2013). Taddy, Matt. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:108:y:2013:i:503:p:755-770.

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502018The Spike-and-Slab LASSO. (2018). Rokova, Veronika ; George, Edward I. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:113:y:2018:i:521:p:431-444.

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2020An econometric perspective on algorithmic subsampling. (2020). Ng, Serena ; Lee, Sokbae. In: CeMMAP working papers. RePEc:ifs:cemmap:18/20.

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2020Sharp bounds on the relative treatment effect for ordinal outcomes. (2020). Ding, Peng ; Zhang, Yunshu ; Lu, Jiannan. In: Biometrics. RePEc:bla:biomet:v:76:y:2020:i:2:p:664-669.

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2020The Determinants of Subjective Well-Being in a Developing Country: The Ecuadorian Case. (2020). Pontarollo, Nicola ; Segovia, Joselin ; Orellana, Mercy. In: Journal of Happiness Studies. RePEc:spr:jhappi:v:21:y:2020:i:8:d:10.1007_s10902-019-00211-w.

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2020Sampling‐based Randomised Designs for Causal Inference under the Potential Outcomes Framework. (2020). Dasgupta, Tirthankar ; Branson, Zach. In: International Statistical Review. RePEc:bla:istatr:v:88:y:2020:i:1:p:101-121.

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2020Corrected Mallows criterion for model averaging. (2020). Zou, Guohua ; Liao, Jun. In: Computational Statistics & Data Analysis. RePEc:eee:csdana:v:144:y:2020:i:c:s0167947319302579.

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2020Penalized Averaging of Parametric and Non-Parametric Quantile Forecasts. (2020). Gooijer, Jan G. ; Dawit, Zerom ; Jan, De Gooijer. In: Journal of Time Series Econometrics. RePEc:bpj:jtsmet:v:12:y:2020:i:1:p:15:n:4.

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2020Determining the number of factors in approximate factor models by twice K-fold cross validation. (2020). Chen, Hui ; Wei, Jie. In: Economics Letters. RePEc:eee:ecolet:v:191:y:2020:i:c:s0165176520301191.

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2020Nonparametric estimation of infinite order regression and its application to the risk-return tradeoff. (2020). Linton, Oliver ; Hong, Seok Young . In: Journal of Econometrics. RePEc:eee:econom:v:219:y:2020:i:2:p:389-424.

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2020Robust testing in generalized linear models by sign flipping score contributions. (2020). Finos, Livio ; Goeman, Jelle J ; Hemerik, Jesse. In: Journal of the Royal Statistical Society Series B. RePEc:bla:jorssb:v:82:y:2020:i:3:p:841-864.

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2020Optimal Model Selection in RDD and Related Settings Using Placebo Zones. (2020). Siminski, Peter ; Kettlewell, Nathan. In: IZA Discussion Papers. RePEc:iza:izadps:dp13639.

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2020The Impacts of Paid Family Leave Benefits: Regression Kink Evidence from California Administrative Data. (2020). RossinSlater, Maya ; Bedard, Kelly ; Bana, Sarah H. In: Journal of Policy Analysis and Management. RePEc:wly:jpamgt:v:39:y:2020:i:4:p:888-929.

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2020Estimation, Inference, and Interpretation in the Regression Discontinuity Design. (2020). Lalive, Rafael ; Melly, Blaise. In: Diskussionsschriften. RePEc:ube:dpvwib:dp2016.

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2020Estimating the causal effects of private health insurance in Brazil: Evidence from a regression kink design. (2020). Politi, Ricardo ; Menezes-Filho, Naercio. In: Social Science & Medicine. RePEc:eee:socmed:v:264:y:2020:i:c:s0277953620304779.

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2020Bayesian forecasting of multivariate time series: scalability, structure uncertainty and decisions. (2020). West, Mike. In: Annals of the Institute of Statistical Mathematics. RePEc:spr:aistmt:v:72:y:2020:i:1:d:10.1007_s10463-019-00741-3.

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2020A family of multivariate non‐gaussian time series models. (2020). Soyer, Refik ; Polson, Nicholas G ; Aktekin, Tevfik. In: Journal of Time Series Analysis. RePEc:bla:jtsera:v:41:y:2020:i:5:p:691-721.

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2020Healthcare Costs of Treating Privately Insured Patients with Acute Myeloid Leukemia in the United States from 2004 to 2014: A Generalized Additive Modeling Approach. (2020). Vanness, David ; Steinert, Patricia ; Saber, Wael ; Mupfudze, Tatenda ; Meyer, Christa L ; Majhail, Navneet S ; Leppke, Susan ; Burns, Linda J ; Preussler, Jaime M ; Mau, Lih-Wen. In: PharmacoEconomics. RePEc:spr:pharme:v:38:y:2020:i:5:d:10.1007_s40273-020-00891-w.

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2020Bounding Program Benefits When Participation is Misreported. (2020). Tommasi, Denni ; Zhang, Lina. In: Monash Econometrics and Business Statistics Working Papers. RePEc:msh:ebswps:2020-24.

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2020Information, incentives, and goals in election forecasts. (2020). Morris, George Elliott ; Wlezien, Christopher ; Hullman, Jessica ; Gelman, Andrew. In: Judgment and Decision Making. RePEc:jdm:journl:v:15:y:2020:i:5:p:863-880.

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2020Mendelian Randomization analysis of the causal effect of adiposity on hospital costs. (2020). Hollingworth, William ; Dixon, Padraig ; Smith, George Davey ; Davies, Neil M ; Harrison, Sean. In: Journal of Health Economics. RePEc:eee:jhecon:v:70:y:2020:i:c:s0167629619304084.

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2020Designing precision medicine trials to yield a greater population impact. (2020). Leblanc, Michael L ; Zhao, Yingqi. In: Biometrics. RePEc:bla:biomet:v:76:y:2020:i:2:p:643-653.

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2020Learning‐based biomarker‐assisted rules for optimized clinical benefit under a risk constraint. (2020). Zhao, Yingqi ; Wang, Yanqing ; Zheng, Yingye. In: Biometrics. RePEc:bla:biomet:v:76:y:2020:i:3:p:853-862.

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2020Estimating individualized treatment rules with risk constraint. (2020). Xu, Jin ; Huang, Xinyang. In: Biometrics. RePEc:bla:biomet:v:76:y:2020:i:4:p:1310-1318.

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2020A Precise High-Dimensional Asymptotic Theory for Boosting and Minimum-L1-Norm Interpolated Classifiers. (2020). Sur, Pragya ; Liang, Tengyuan. In: Working Papers. RePEc:bfi:wpaper:2020-152.

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2020Model Averaging and Its Use in Economics. (2020). , Mark. In: Journal of Economic Literature. RePEc:aea:jeclit:v:58:y:2020:i:3:p:644-719.

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2020Model averaging assisted sufficient dimension reduction. (2020). Yu, Zhou ; Fang, Fang. In: Computational Statistics & Data Analysis. RePEc:eee:csdana:v:152:y:2020:i:c:s0167947320300840.

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2020Limit of the optimal weight in least squares model averaging with non-nested models. (2020). Liu, Minhan ; Fang, Fang. In: Economics Letters. RePEc:eee:ecolet:v:196:y:2020:i:c:s0165176520303530.

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2020A Nonparametric Dynamic Causal Model for Macroeconometrics. (2019). Shephard, Neil ; Rambachan, Ashesh. In: Papers. RePEc:arx:papers:1903.01637.

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2020Finding the strength in a weak instrument in a study of cognitive outcomes produced by Catholic high schools. (2020). Rosenbaum, Paul R ; Small, Dylan S ; Heng, Siyu. In: Journal of the Royal Statistical Society Series A. RePEc:bla:jorssa:v:183:y:2020:i:3:p:935-958.

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2020Supervised Machine Learning Techniques: An Overview with Applications to Banking. (2020). Nair, Vijayan N ; Sudjianto, Agus ; Wang, Kelly ; Yang, Hanyu ; Vaughan, Joel ; Chen, Jie ; Hu, Linwei. In: Papers. RePEc:arx:papers:2008.04059.

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2020Intelligent Credit Limit Management in Consumer Loans Based on Causal Inference. (2020). Fang, Yanming ; Yu, Quan ; Jiang, Linbo ; Miao, Hang ; Zhao, Kui ; Wang, Zhun. In: Papers. RePEc:arx:papers:2007.05188.

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2020Priority to unemployed immigrants? A causal machine learning evaluation of training in Belgium. (2019). Lechner, Michael ; Bollens, Joost ; Cockx, Bart. In: Papers. RePEc:arx:papers:1912.12864.

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2020Rethinking the Benefits of Youth Employment Programs: The Heterogeneous Effects of Summer Jobs. (2020). Heller, Sara B. In: The Review of Economics and Statistics. RePEc:tpr:restat:v:102:y:2020:i:4:p:664-677.

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2020Robust Causal Inference Under Covariate Shift via Worst-Case Subpopulation Treatment Effects. (2020). Namkoong, Hongseok ; Jeong, Sookyo. In: Papers. RePEc:arx:papers:2007.02411.

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2020Local Linear Forests. (2019). Athey, Susan ; Wager, Stefan ; Tibshirani, Julie ; Friedberg, Rina. In: Papers. RePEc:arx:papers:1807.11408.

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2020Random Forest Estimation of the Ordered Choice Model. (2019). Lechner, Michael ; Okasa, Gabriel. In: Papers. RePEc:arx:papers:1907.02436.

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2020Policy Evaluation Using Causal Inference Methods. (2020). Jacquemet, Nicolas ; FOUGERE, DENIS. In: IZA Discussion Papers. RePEc:iza:izadps:dp12922.

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2020Priority to unemployed immigrants? A causal machine learning evaluation of training in Belgium. (2020). Lechner, Michael ; Cockx, Bart ; Bollens, Joost. In: Economics Working Paper Series. RePEc:usg:econwp:2020:01.

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2020Paid parental leave and maternal reemployment: Do part-time subsidies help or harm?. (2020). Zimmert, Michael. In: Economics Working Paper Series. RePEc:usg:econwp:2020:02.

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2020Priority to unemployed immigrants? A causal machine learning evaluation of training in Belgium. (2020). Lechner, Michael ; Cockx, Bart ; Boolens, Joost. In: CEPR Discussion Papers. RePEc:cpr:ceprdp:14270.

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2020Kernel Conditional Moment Test via Maximum Moment Restriction. (2020). Kubler, Jonas ; Jitkrittum, Wittawat ; Muandet, Krikamol. In: Papers. RePEc:arx:papers:2002.09225.

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2020Network Competition and Team Chemistry in the NBA. (2020). Sanders, Shane ; Jung, Hyunseok ; Horrace, William C. In: Center for Policy Research Working Papers. RePEc:max:cprwps:226.

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2020How to Improve Tax Compliance? Evidence from Population-wide Experiments in Belgium. (2020). Imbert, Clément ; Luts, Maarten ; Tsankova, Teodora ; Spinnewijn, Johannes ; Clement, Imbert ; de Neve, Jan-Emmanuel. In: The Warwick Economics Research Paper Series (TWERPS). RePEc:wrk:warwec:1252.

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2020Double Machine Learning based Program Evaluation under Unconfoundedness. (2020). Knaus, Michael. In: Economics Working Paper Series. RePEc:usg:econwp:2020:04.

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2020Does the estimation of the propensity score by machine learning improve matching estimation? : The case of Germanys programmes for long term unemployed. (2005). Moczall, Andreas ; Wolff, Joachim ; Lechner, Michael ; Goller, Daniel. In: IAB Discussion Paper. RePEc:iab:iabdpa:202005.

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2020The effects of targeting predictors in a random forest regression model. (2020). Christensen, Bent Jesper ; Nielsen, Mikkel Slot ; Muhlbach, Nicolaj Norgaard ; Borup, Daniel. In: Papers. RePEc:arx:papers:2004.01411.

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2020Double Machine Learning Based Program Evaluation under Unconfoundedness. (2020). Knaus, Michael. In: IZA Discussion Papers. RePEc:iza:izadps:dp13051.

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202025 Years of European Merger Control. (2020). Szucs, Florian ; Duso, Tomaso ; Affeldt, Pauline. In: CESifo Working Paper Series. RePEc:ces:ceswps:_8213.

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2020Targeting predictors in random forest regression. (2020). Nielsen, Mikkel S ; Muhlbach, Nicolaj N ; Christensen, Bent Jesper ; Borup, Daniel. In: CREATES Research Papers. RePEc:aah:create:2020-03.

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2020Tree-based Synthetic Control Methods: Consequences of moving the US Embassy. (2020). Muhlbach, Nicolaj N. In: CREATES Research Papers. RePEc:aah:create:2020-04.

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2020Priority of Unemployed Immigrants? A Causal Machine Learning Evaluation of Training in Belgium. (2020). Lechner, Michael ; Cockx, Bart ; Bollens, Joost. In: CESifo Working Paper Series. RePEc:ces:ceswps:_8297.

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2020How to Improve Tax Compliance? Evidence from Population-wide Experiments in Belgium. (2020). Imbert, Clément ; Luts, Maarten ; Tsankova, Teodora ; Spinnewijn, Johannes ; de Neve, Jan-Emmanuel. In: CAGE Online Working Paper Series. RePEc:cge:wacage:458.

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2020Priority to unemployed immigrants? A causal machine learning evaluation of training in Belgium. (2020). Lechner, Michael ; Cockx, Bart ; Bollens, Joost. In: Discussion Papers (IRES - Institut de Recherches Economiques et Sociales). RePEc:ctl:louvir:2020016.

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2020Random forests and selected samples. (2020). Siddiqui, Saad ; Cook, Jonathan A. In: Bulletin of Economic Research. RePEc:bla:buecrs:v:72:y:2020:i:3:p:272-287.

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2020Priority to unemployed immigrants? A causal machine learning evaluation of training in Belgium. (2020). Lechner, Michael ; Cockx, Bart ; Bollens, Joost. In: Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium. RePEc:rug:rugwps:20/998.

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2020The Role of Beliefs in Long Sickness Absence: Experimental Evidence from a Psychological Intervention. (2020). Rosholm, Michael ; Rotger, Gabriel Pons. In: IZA Discussion Papers. RePEc:iza:izadps:dp13582.

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2020Priority to unemployed immigrants? A causal machine learning evaluation of training in Belgium. (2020). Cockx, Bart ; Bollens, Joost ; Lechner, Michael. In: Research Memorandum. RePEc:unm:umagsb:2020015.

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2020Priority to unemployed immigrants? A causal machine learning evaluation of training in Belgium. (2020). Cockx, Bart ; Bollens, Joost ; Lechner, Michael. In: ROA Research Memorandum. RePEc:unm:umaror:2020006.

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2020Study on convolutional neural network and its application in data mining and sales forecasting for E-commerce. (2020). Pan, Hong ; Zhou, Hanxun . In: Electronic Commerce Research. RePEc:spr:elcore:v:20:y:2020:i:2:d:10.1007_s10660-020-09409-0.

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2020An Adaptive Targeted Field Experiment: Job Search Assistance for Refugees in Jordan. (2020). Teytelboym, Alexander ; Shami, Soha ; Quinn, Simon ; Kasy, Maximilian ; Gordon, Grant ; Caria, Stefano. In: CESifo Working Paper Series. RePEc:ces:ceswps:_8535.

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2020Heterogeneous Treatment Effects of Nudge and Rebate:Causal Machine Learning in a Field Experiment on Electricity Conservation. (2020). Ida, Takanori ; Ushifusa, Yoshiaki ; Shimada, Hideki ; Murakami, Kayo. In: Discussion papers. RePEc:kue:epaper:e-20-003.

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2020Peers as treatments*. (2020). Krauth, Brian. In: Discussion Papers. RePEc:sfu:sfudps:dp20-08.

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2020Does the estimation of the propensity score by machine learning improve matching estimation? The case of Germanys programmes for long term unemployed. (2020). Lechner, Michael ; Goller, Daniel ; Moczall, Andreas ; Wolff, Joachim. In: Labour Economics. RePEc:eee:labeco:v:65:y:2020:i:c:s0927537120300592.

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2020Machine learning improves accounting: discussion, implementation and research opportunities. (2020). Bertomeu, Jeremy. In: Review of Accounting Studies. RePEc:spr:reaccs:v:25:y:2020:i:3:d:10.1007_s11142-020-09554-9.

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2020An Adaptive Targeted Field Experiment: Job Search Assistance for Refugees in Jordan. (2020). Caria, Stefano A. In: CSAE Working Paper Series. RePEc:csa:wpaper:2020-20.

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2020Understanding the Distributional Aspects of Microcredit Expansions. (2020). Christiansen, Tobias Gabel ; Weeks, Melvyn . In: Papers. RePEc:arx:papers:2011.10509.

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2020Causal forest estimation of heterogeneous and time-varying environmental policy effects. (2020). Miller, Steve. In: Journal of Environmental Economics and Management. RePEc:eee:jeeman:v:103:y:2020:i:c:s0095069620300607.

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2020Machine learning and AI in marketing – Connecting computing power to human insights. (2020). Sun, Baohong ; Ma, Liye . In: International Journal of Research in Marketing. RePEc:eee:ijrema:v:37:y:2020:i:3:p:481-504.

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2020Estimating heterogeneous reactions to experimental treatments. (2020). Engel, Christoph. In: Journal of Economic Behavior & Organization. RePEc:eee:jeborg:v:178:y:2020:i:c:p:124-147.

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2020Labor market concerns and support for immigration. (2020). Roth, Christopher ; Haaland, Ingar. In: Journal of Public Economics. RePEc:eee:pubeco:v:191:y:2020:i:c:s0047272720301201.

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2020Statistical inference on tree swallow migrations with random forests. (2020). Mentch, Lucas ; Coleman, Tim ; Hochachka, Wesley M ; Hooker, Giles ; Winkler, David W ; la Sorte, Frank A ; Fink, Daniel. In: Journal of the Royal Statistical Society Series C. RePEc:bla:jorssc:v:69:y:2020:i:4:p:973-989.

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2020Personalized treatment for coronary artery disease patients: a machine learning approach. (2020). Weiner, Rory B ; Orfanoudaki, Agni ; Bertsimas, Dimitris. In: Health Care Management Science. RePEc:kap:hcarem:v:23:y:2020:i:4:d:10.1007_s10729-020-09522-4.

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2020How can machine learning aid behavioral marketing research?. (2020). Goldfarb, Avi ; dzyabura, daria ; Uetake, Kosuke ; Hagen, Linda ; Zhu, Ying ; Wright, James R ; Wang, Yanwen ; Sudhir, K ; Liu, Liu ; Etkin, Jordan ; Bollinger, Bryan ; Yang, Nathan. In: Marketing Letters. RePEc:kap:mktlet:v:31:y:2020:i:4:d:10.1007_s11002-020-09535-7.

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2020Local economies amidst the COVID-19 crisis in Italy: a tale of diverging trajectories. (2020). Cerqua, Augusto ; Letta, Marco. In: MPRA Paper. RePEc:pra:mprapa:104404.

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2020Does piracy lead to product abandonment or stimulate new product development?: Evidence from mobile platform?based developer firms. (2020). Bo, Lars ; Miric, Milan. In: Strategic Management Journal. RePEc:bla:stratm:v:41:y:2020:i:12:p:2155-2184.

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2020ROC?guided survival trees and ensembles. (2020). Chiou, Sy Han ; Sun, Yifei ; Wang, Meicheng. In: Biometrics. RePEc:bla:biomet:v:76:y:2020:i:4:p:1177-1189.

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2020A Random Forest a Day Keeps the Doctor Away. (2020). Eyting, Markus. In: Working Papers. RePEc:jgu:wpaper:2026.

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2020Nudging Preventive Behaviors in COVID-19 Crisis: A Large Scale RCT using Smartphone Advertising. (2020). Moriwaki, Daisuke ; Hoshino, Takahiro ; Schneider, Jiyan ; Harada, Soichiro. In: Keio-IES Discussion Paper Series. RePEc:keo:dpaper:2020-021.

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2020Instruments with Heterogeneous Effects: Bias, Monotonicity, and Localness. (2020). Huntington-Klein, Nick. In: Journal of Causal Inference. RePEc:bpj:causin:v:8:y:2020:i:1:p:182-208:n:9.

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2020Information campaigns for residential energy conservation. (2020). Andor, Mark ; Peters, Jorg ; Gerster, Andreas. In: Ruhr Economic Papers. RePEc:zbw:rwirep:871.

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2020Instruments with Heterogeneous Effects: Bias, Monotonicity, and Localness. (2020). Nick, Huntington-Klein. In: Journal of Causal Inference. RePEc:bpj:causin:v:8:y:2020:i:1:p:182-208:n:1.

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2020Factor-Driven Two-Regime Regression. (2019). Shin, Youngki ; SEO, MYUNG HWAN ; Lee, Sokbae (Simon) ; Liao, Yuan. In: Papers. RePEc:arx:papers:1810.11109.

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2020Change‐point detection in a linear model by adaptive fused quantile method. (2020). MacIak, Matu ; Ciuperca, Gabriela. In: Scandinavian Journal of Statistics. RePEc:bla:scjsta:v:47:y:2020:i:2:p:425-463.

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2020Supervised classification of geometrical objects by integrating currents and functional data analysis. (2020). Barahona, S ; Simo, A ; Ibaez, M V ; Gual-Arnau, X ; Centella, P. In: TEST: An Official Journal of the Spanish Society of Statistics and Operations Research. RePEc:spr:testjl:v:29:y:2020:i:3:d:10.1007_s11749-019-00669-z.

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2020Sequential monitoring for cointegrating regressions. (2020). Whitehouse, Emily ; Trapani, Lorenzo. In: Papers. RePEc:arx:papers:2003.12182.

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2020Sequential testing for structural stability in approximate factor models. (2020). Trapani, Lorenzo ; Barigozzi, Matteo. In: Stochastic Processes and their Applications. RePEc:eee:spapps:v:130:y:2020:i:8:p:5149-5187.

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2020Determining the rank of cointegration with infinite variance. (2020). Trapani, Lorenzo ; Cavaliere, Giuseppe ; Barigozzi, Matteo. In: Discussion Papers. RePEc:not:notgts:20/01.

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2020Unified Discrete-Time Factor Stochastic Volatility and Continuous-Time Ito Models for Combining Inference Based on Low-Frequency and High-Frequency. (2020). Song, Xinyu ; Kim, Donggyu ; Wang, Yazhen. In: Papers. RePEc:arx:papers:2006.12039.

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2020A Partial Mastery, Higher-Order Latent Structural Model for Polytomous Attributes in Cognitive Diagnostic Assessments. (2020). Li, Xiaomin ; Wang, Wen-Chung ; Zhan, Peida. In: Journal of Classification. RePEc:spr:jclass:v:37:y:2020:i:2:d:10.1007_s00357-019-09323-7.

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2020Computing confidence intervals from massive data via penalized quantile smoothing splines. (2020). Berglund, Andrew J ; del Castillo, Enrique ; Zhang, Likun ; Govind, Nirmal ; Tingley, Martin P. In: Computational Statistics & Data Analysis. RePEc:eee:csdana:v:144:y:2020:i:c:s0167947319302403.

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2020Price dividend ratio and long-run stock returns: a score driven state space model. (2020). Petrella, Ivan ; Delle Monache, Davide ; Venditti, Fabrizio. In: Working Paper Series. RePEc:ecb:ecbwps:20202369.

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2020Perturbation bounds for Monte Carlo within Metropolis via restricted approximations. (2020). Schweizer, Nikolaus ; Rudolf, Daniel ; Medina-Aguayo, Felipe. In: Stochastic Processes and their Applications. RePEc:eee:spapps:v:130:y:2020:i:4:p:2200-2227.

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2020Off-Policy Evaluation and Learning for External Validity under a Covariate Shift. (2020). Yasui, Shota ; Uehara, Masatoshi ; Kato, Masahiro. In: Papers. RePEc:arx:papers:2002.11642.

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2020Causal mediation analysis for stochastic interventions. (2020). Hejazi, Nima S ; Diaz, Ivan. In: Journal of the Royal Statistical Society Series B. RePEc:bla:jorssb:v:82:y:2020:i:3:p:661-683.

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2020Causal isotonic regression. (2020). Carone, Marco ; Gilbert, Peter ; Westling, Ted. In: Journal of the Royal Statistical Society Series B. RePEc:bla:jorssb:v:82:y:2020:i:3:p:719-747.

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2020Instrumental variable methods using dynamic interventions. (2020). Kennedy, Edward H ; Mauro, Jacqueline A ; Nagin, Daniel. In: Journal of the Royal Statistical Society Series A. RePEc:bla:jorssa:v:183:y:2020:i:4:p:1523-1551.

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2020Distributed ARIMA Models for Ultra-long Time Series. (2020). Li, Feng ; Hyndman, Rob J ; Kang, Yanfei ; Wang, Xiaoqian. In: Monash Econometrics and Business Statistics Working Papers. RePEc:msh:ebswps:2020-29.

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2020High-dimensional covariance matrix estimation. (2020). Lam, Clifford. In: LSE Research Online Documents on Economics. RePEc:ehl:lserod:101667.

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2020Inference for local distributions at high sampling frequencies: A bootstrap approach. (2020). Varneskov, Rasmus T ; Hounyo, Ulrich. In: Journal of Econometrics. RePEc:eee:econom:v:215:y:2020:i:1:p:1-34.

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2020Computing Bayes: Bayesian Computation from 1763 to the 21st Century. (2020). Robert, Christian P ; Frazier, David T ; Martin, Gael M. In: Monash Econometrics and Business Statistics Working Papers. RePEc:msh:ebswps:2020-14.

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2020A Semiparametric Network Formation Model with Unobserved Linear Heterogeneity. (2020). Candelaria, Luis E. In: Papers. RePEc:arx:papers:2007.05403.

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2020A Semiparametric Network Formation Model with Unobserved Linear Heterogeneity. (2020). Candelaria, Luis E. In: The Warwick Economics Research Paper Series (TWERPS). RePEc:wrk:warwec:1279.

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2020.

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2020Inference on the dimension of the nonstationary subspace in functional time series. (2019). Nielsen, Morten ; Seong, Dakyung. In: Working Paper. RePEc:qed:wpaper:1420.

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2020Modeling High-Dimensional Unit-Root Time Series. (2020). Tsay, Ruey S ; Gao, Zhaoxing. In: Papers. RePEc:arx:papers:2005.03496.

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2020Estimation for double-nonlinear cointegration. (2020). Yao, Qiwei ; Tu, Yundong ; Lin, Yingqian. In: Journal of Econometrics. RePEc:eee:econom:v:216:y:2020:i:1:p:175-191.

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2020Pains and gains of environmental management system certification for the sustainable development of manufacturing companies: Heterogeneous effects of industry peer learning. (2020). Mao, Yunshi ; Wang, Jing. In: Business Strategy and the Environment. RePEc:bla:bstrat:v:29:y:2020:i:5:p:2092-2109.

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2020Density forecast combinations: the real-time dimension. (2020). Warne, Anders ; McAdam, Peter. In: Working Paper Series. RePEc:ecb:ecbwps:20202378.

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2020Combining survey long-run forecasts and nowcasts with BVAR forecasts using relative entropy. (2020). Zaman, Saeed ; Tallman, Ellis W. In: International Journal of Forecasting. RePEc:eee:intfor:v:36:y:2020:i:2:p:373-398.

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2020Stochastic Modeling of Food Insecurity. (2020). Spencer, Phoebe Girouard ; Chamorro, Andres Fernando ; Johannes, Bo Pieter ; Wang, Dieter. In: Policy Research Working Paper Series. RePEc:wbk:wbrwps:9413.

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2020Climate Risk and Commodity Currencies. (2020). Larsen, Vegard ; Kapfhammer, Felix ; Thorsrud, Leif Anders. In: CESifo Working Paper Series. RePEc:ces:ceswps:_8788.

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2020Climate Risk and Commodity Currencies. (2020). Larsen, Vegard ; Kapfhammer, Felix ; Thorsrud, Leif Anders. In: Working Papers. RePEc:bny:wpaper:0093.

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2020Buried in the vaults of central banks: Monetary gold hoarding and the slide into the Great Depression. (2020). Karau, Soren. In: Discussion Papers. RePEc:zbw:bubdps:632020.

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2020Real-Time Forecasting with a Large, Mixed Frequency, Bayesian VAR. (2015). Sekhposyan, Tatevik ; Owyang, Michael ; McCracken, Michael. In: Working Papers. RePEc:fip:fedlwp:2015-030.

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2020Climate risk and commodity currencies. (2020). Larsen, Vegard H ; Kapfhammer, Felix ; Thorsrud, Leif Anders. In: Working Paper. RePEc:bno:worpap:2020_18.

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2020Responsabilidad Social Corporativa como la clave para las empresas exitosas. (2020). de la Vega, Jose Gerardo ; Herrera, Andrea Tolentino. In: Revista de Investigación en ciencias contables y Administrativas. RePEc:snh:journl:v:6:y:2020:i:1:p:116-129.

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2020Bayesian nonparametric test for independence between random vectors. (2020). Hanson, Timothy E ; Ma, Zichen. In: Computational Statistics & Data Analysis. RePEc:eee:csdana:v:149:y:2020:i:c:s0167947320300505.

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2020Competing risk modeling and testing for X-chromosome genetic association. (2020). Zhao, Xingqiu ; Xu, Wei. In: Computational Statistics & Data Analysis. RePEc:eee:csdana:v:151:y:2020:i:c:s0167947320300980.

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2020High-frequency factor models and regressions. (2020). Kalnina, Ilze ; Ait-Sahalia, Yacine ; Xiu, Dacheng. In: Journal of Econometrics. RePEc:eee:econom:v:216:y:2020:i:1:p:86-105.

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2020A landslide susceptibility map based on spatial scale segmentation: A case study at Zigui-Badong in the Three Gorges Reservoir Area, China. (2020). Gao, Huachen ; Yu, Xianyu. In: PLOS ONE. RePEc:plo:pone00:0229818.

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2020Understanding Systematic Risk: A High‐Frequency Approach. (2020). Pelger, Markus. In: Journal of Finance. RePEc:bla:jfinan:v:75:y:2020:i:4:p:2179-2220.

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2020State-Varying Factor Models of Large Dimensions. (2019). Xiong, Ruoxuan ; Pelger, Markus. In: Papers. RePEc:arx:papers:1807.02248.

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2020A flexible framework for hypothesis testing in high dimensions. (2020). Lee, Jason D ; Javanmard, Adel. In: Journal of the Royal Statistical Society Series B. RePEc:bla:jorssb:v:82:y:2020:i:3:p:685-718.

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2020Ascent with quadratic assistance for the construction of exact experimental designs. (2020). Filova, Lenka ; Harman, Radoslav. In: Computational Statistics. RePEc:spr:compst:v:35:y:2020:i:2:d:10.1007_s00180-020-00961-9.

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2020Partially functional linear regression in reproducing kernel Hilbert spaces. (2020). Lian, Heng ; Lin, Hongmei ; Cui, Xia. In: Computational Statistics & Data Analysis. RePEc:eee:csdana:v:150:y:2020:i:c:s0167947320300694.

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2020Nonparametric Bayesian inference for the spectral density based on irregularly spaced data. (2020). Zhang, Shibin. In: Computational Statistics & Data Analysis. RePEc:eee:csdana:v:151:y:2020:i:c:s0167947320301109.

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2020Estimation of the number of irregular foreigners in Poland using non-linear count regression models. (2020). Pawlukiewicz, Katarzyna ; Berkesewicz, Maciej. In: Papers. RePEc:arx:papers:2008.09407.

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2020The aggregation challenge. (2020). Humphreys, Macartan ; Scacco, Alexandra. In: World Development. RePEc:eee:wdevel:v:127:y:2020:i:c:s0305750x19304553.

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2020Some tests of independence based on maximum mean discrepancy and ranks of nearest neighbors. (2020). Ghosh, Anil K ; Roy, Angshuman. In: Statistics & Probability Letters. RePEc:eee:stapro:v:164:y:2020:i:c:s0167715220300961.

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2020Nonlinear functional canonical correlation analysis via distance covariance. (2020). Li, Rui ; Zhu, Hanbing ; Lian, Heng ; Zhang, Riquan. In: Journal of Multivariate Analysis. RePEc:eee:jmvana:v:180:y:2020:i:c:s0047259x20302438.

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2020Experimental Design under Network Interference. (2020). Viviano, Davide. In: Papers. RePEc:arx:papers:2003.08421.

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2020Heteroscedasticity test of high-frequency data with jumps and microstructure noise. (2020). Liu, Zhi ; Zhang, Chuanhai. In: Papers. RePEc:arx:papers:2010.07659.

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2020The LassoPSVM approach for sufficient dimension reduction using principal projections. (2020). Artemiou, Andreas ; Pircalabelu, Eugen. In: IBSA Discussion Papers (ISBA - Institute of Statistics, Biostatistics and Actuarial Sciences). RePEc:aiz:louvad:2020008.

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2020Semiparametric mixtures of regressions with single-index for model based clustering. (2020). Yao, Weixin ; Xiang, Sijia . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:14:y:2020:i:2:d:10.1007_s11634-020-00392-w.

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2020Interactions between soccer teams reveal both design and emergence: Cooperation, competition and Zipf-Mandelbrot regularity. (2020). Araujo, Duarte ; Lopes, Rui J ; Ramos, Joo Paulo. In: Chaos, Solitons & Fractals. RePEc:eee:chsofr:v:137:y:2020:i:c:s0960077920302721.

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2020Efficient Bayesian PARCOR approaches for dynamic modeling of multivariate time series. (2020). Prado, Raquel ; Zhao, Wenjie. In: Journal of Time Series Analysis. RePEc:bla:jtsera:v:41:y:2020:i:6:p:759-784.

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2020Discussion on “Predictively consistent prior effective sample sizes,” by Beat Neuenschwander, Sebastian Weber, Heinz Schmidli, and Anthony OHagan. (2020). Muller, Peter ; Rosner, Gary L. In: Biometrics. RePEc:bla:biomet:v:76:y:2020:i:2:p:599-601.

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2020A unified evaluation of differential vaccine efficacy. (2020). Sachs, Michael C ; Gabriel, Erin E ; Ml, Therese ; Follmann, Dean A. In: Biometrics. RePEc:bla:biomet:v:76:y:2020:i:4:p:1053-1063.

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2020Modelling life tables with advanced ages: An extreme value theory approach. (2020). Ning, XU ; Maller, Ross ; Huang, Fei. In: Insurance: Mathematics and Economics. RePEc:eee:insuma:v:93:y:2020:i:c:p:95-115.

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2020Markov Switching. (2020). Wo, Tomasz ; Song, Yong. In: Papers. RePEc:arx:papers:2002.03598.

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2020Technical Note—Consistency Analysis of Sequential Learning Under Approximate Bayesian Inference. (2020). Ryzhov, Ilya O ; Chen, YE. In: Operations Research. RePEc:inm:oropre:v:68:y:2020:i:1:p:295-307.

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2020Representing Uncertainty in Property Valuation Through a Bayesian Deep Learning Approach. (2020). Key-Ho, Park Keith ; Changro, Lee. In: Real Estate Management and Valuation. RePEc:vrs:remava:v:28:y:2020:i:4:p:15-23:n:2.

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2020Discussion. (2020). Narisetty, Naveen Naidu. In: International Statistical Review. RePEc:bla:istatr:v:88:y:2020:i:2:p:330-334.

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2020Efficient computation for differential network analysis with applications to quadratic discriminant analysis. (2020). Mai, Qing ; Pan, Yuqing. In: Computational Statistics & Data Analysis. RePEc:eee:csdana:v:144:y:2020:i:c:s0167947319302397.

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2020Empirical tail copulas for functional data. (2020). Segers, Johan ; Einmahl, John. In: IBSA Discussion Papers (ISBA - Institute of Statistics, Biostatistics and Actuarial Sciences). RePEc:aiz:louvad:2020004.

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2020Empirical Tail Copulas for Functional Data. (2020). Einmahl, John ; Segers, Johan. In: Other publications TiSEM. RePEc:tiu:tiutis:edc722e6-cc70-4221-87a2-8493156e1ab3.

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2020Ridge reconstruction of partially observed functional data is asymptotically optimal. (2020). Stefanucci, Marco ; Kraus, David. In: Statistics & Probability Letters. RePEc:eee:stapro:v:165:y:2020:i:c:s0167715220301164.

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2020Regularization of Bayesian quasi-likelihoods constructed from complex estimating functions. (2020). , Thomas ; Thomas, . In: Computational Statistics & Data Analysis. RePEc:eee:csdana:v:150:y:2020:i:c:s0167947320300682.

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2020Nowcasting in a Pandemic using Non-Parametric Mixed Frequency VARs. (2020). Pfarrhofer, Michael ; Huber, Florian ; Schreiner, Josef ; Onorante, Luca ; Koop, Gary. In: Papers. RePEc:arx:papers:2008.12706.

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2020Optimal Experimental Design for Staggered Rollouts. (2019). Imbens, Guido ; Bayati, Mohsen ; Athey, Susan ; Xiong, Ruoxuan. In: Papers. RePEc:arx:papers:1911.03764.

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2020Quantile treatment effects and bootstrap inference under covariate‐adaptive randomization. (2020). Zhang, Yichong ; Zheng, Xin. In: Quantitative Economics. RePEc:wly:quante:v:11:y:2020:i:3:p:957-982.

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2020Turbine-specific short-term wind speed forecasting considering within-farm wind field dependencies and fluctuations. (2020). Ezzat, Ahmed Aziz. In: Applied Energy. RePEc:eee:appene:v:269:y:2020:i:c:s0306261920305468.

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2020An analytical view on STEM education and outcomes: Examples of the social gap and gender disparity in Vietnam. (2020). VUONG, Quan Hoang ; Toan, Ho ; Nguyen, Hoang ; Pham, Thanh-Hang ; La, Viet-Phuong ; Ho, Manh-Toan ; Hoang, Anh-Duc. In: Children and Youth Services Review. RePEc:eee:cysrev:v:119:y:2020:i:c:s0190740920320739.

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2020Joint Bayesian Estimation of Voxel Activation and Inter-regional Connectivity in fMRI Experiments. (2020). Guhaniyogi, Rajarshi ; Spencer, Daniel ; Prado, Raquel. In: Psychometrika. RePEc:spr:psycho:v:85:y:2020:i:4:d:10.1007_s11336-020-09727-0.

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2020Degrees of freedom in submodular regularization: A computational perspective of Stein’s unbiased risk estimate. (2020). Minami, Kentaro. In: Journal of Multivariate Analysis. RePEc:eee:jmvana:v:175:y:2020:i:c:s0047259x18305906.

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2020Rate-Optimality of Consistent Distribution-Free Tests of Independence Based on Center-Outward Ranks and Signs. (2020). Hallin, Marc ; Shi, Hongjian ; Han, Fang ; Drton, Mathias. In: Working Papers ECARES. RePEc:eca:wpaper:2013/309233.

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2020Efficient Bayesian nonparametric hazard regression. (2020). Kaeding, Matthias. In: Ruhr Economic Papers. RePEc:zbw:rwirep:850.

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2020Estimating sparse networks with hubs. (2020). Stephens, David A ; Khalili, Abbas ; McGillivray, Annaliza. In: Journal of Multivariate Analysis. RePEc:eee:jmvana:v:179:y:2020:i:c:s0047259x20302360.

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2020Can genetics reveal the causes and consequences of educational attainment?. (2020). Smith, George Davey ; Davies, Neil M ; Munafo, Marcus. In: Journal of the Royal Statistical Society Series A. RePEc:bla:jorssa:v:183:y:2020:i:2:p:681-688.

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2020Ill-posed estimation in high-dimensional models with instrumental variables. (2020). Simoni, Anna ; Breunig, Christoph ; Mammen, Enno. In: Journal of Econometrics. RePEc:eee:econom:v:219:y:2020:i:1:p:171-200.

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2020Counterfactual quantile decompositions with selection correction taking into account Huber/Melly (2015): An application to the German gender wage gap. (2020). Biewen, Martin ; Seckler, Matthias ; Fitzenberger, Bernd. In: Labour Economics. RePEc:eee:labeco:v:67:y:2020:i:c:s0927537120301317.

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2020On rank estimators in increasing dimensions. (2020). Zhou, Xiao-Hua ; Li, Wei ; Han, Fang ; Fan, Yanqin. In: Journal of Econometrics. RePEc:eee:econom:v:214:y:2020:i:2:p:379-412.

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2020Insights from machine learning for evaluating production function estimators on manufacturing survey data. (2020). Johnson, Andrew ; Yagi, Daisuke ; Preciado, Jose Luis. In: Journal of Productivity Analysis. RePEc:kap:jproda:v:53:y:2020:i:2:d:10.1007_s11123-019-00570-9.

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2020Center-outward quantiles and the measurement of multivariate risk. (2020). Kamper, F ; Hallin, M ; del Barrio, E ; Buitendag, S ; Beirlant, J. In: Insurance: Mathematics and Economics. RePEc:eee:insuma:v:95:y:2020:i:c:p:79-100.

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2020Small Area Estimation for Disease Prevalence Mapping. (2020). Pedersen, Jon ; Okonek, Taylor ; Wakefield, Jonathan. In: International Statistical Review. RePEc:bla:istatr:v:88:y:2020:i:2:p:398-418.

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2020A joint Bayesian space–time model to integrate spatially misaligned air pollution data in R?INLA. (2020). Bhatt, S ; Forlani, C ; Blangiardo, M ; Krainski, E ; Cameletti, M. In: Environmetrics. RePEc:wly:envmet:v:31:y:2020:i:8:n:e2644.

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2020Climate change attribution and the economic costs of extreme weather events: a study on damages from extreme rainfall and drought. (2020). Noy, Ilan ; Harrington, Luke J ; Rosier, Suzanne M ; Frame, David J ; Dean, Samuel M ; Stone, Daithi A ; Sparrow, Sarah N ; Carey-Smith, Trevor. In: Climatic Change. RePEc:spr:climat:v:162:y:2020:i:2:d:10.1007_s10584-020-02729-y.

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2020Conditional formulation for the calibration of multi-level random fields with incomplete data. (2020). Gardoni, Paolo ; Xu, Hao. In: Reliability Engineering and System Safety. RePEc:eee:reensy:v:204:y:2020:i:c:s0951832020306220.

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2020A projection-based conditional dependence measure with applications to high-dimensional undirected graphical models. (2020). Xia, Lucy ; Feng, Yang ; Fan, Jianqing. In: Journal of Econometrics. RePEc:eee:econom:v:218:y:2020:i:1:p:119-139.

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2020High-dimensional two-sample mean vectors test and support recovery with factor adjustment. (2020). Zhang, Mingjuan ; He, Yong ; Zhou, Wang. In: Computational Statistics & Data Analysis. RePEc:eee:csdana:v:151:y:2020:i:c:s0167947320300955.

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2020Recent Developments on Factor Models and its Applications in Econometric Learning. (2020). Fan, Jianqing ; Liao, Yuan. In: Papers. RePEc:arx:papers:2009.10103.

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2020On the Evaluation of Hierarchical Forecasts. (2020). Athanasopoulos, George ; Kourentzes, Nikolaos. In: Monash Econometrics and Business Statistics Working Papers. RePEc:msh:ebswps:2020-2.

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2020Cross-temporal aggregation: Improving the forecast accuracy of hierarchical electricity consumption. (2020). Assimakopoulos, Vassilios ; Kourentzes, Nikolaos ; Petropoulos, Fotios ; Spiliotis, Evangelos. In: Applied Energy. RePEc:eee:appene:v:261:y:2020:i:c:s0306261919320264.

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2020An empirical investigation of water consumption forecasting methods. (2020). Litsiou, Konstantia ; Nikolopoulos, Konstantinos ; Raptis, Achilleas ; Karamaziotis, Panagiotis I ; Assimakopoulos, Vassilis . In: International Journal of Forecasting. RePEc:eee:intfor:v:36:y:2020:i:2:p:588-606.

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2020Forecasting Hierarchical Time Series in Power Generation. (2020). Costa, Marcelo Azevedo ; Gontijo, Tiago Silveira. In: Energies. RePEc:gam:jeners:v:13:y:2020:i:14:p:3722-:d:386897.

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2020Forecast Reconciliation: A geometric View with New Insights on Bias Correction. (2020). Panagiotelis, Anastasios ; Hyndman, Rob ; Athanasopoulos, George ; Gamakumara, Puwasala. In: Monash Econometrics and Business Statistics Working Papers. RePEc:msh:ebswps:2020-23.

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2020Prediction of hierarchical time series using structured regularization and its application to artificial neural networks. (2020). Takano, Yuichi ; Kobayashi, Ken ; Shiratori, Tomokaze. In: PLOS ONE. RePEc:plo:pone00:0242099.

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2020Systematic Statistical Analysis of Microbial Data from Dilution Series. (2020). Christen, Andres J ; Parker, Albert E. In: Journal of Agricultural, Biological and Environmental Statistics. RePEc:spr:jagbes:v:25:y:2020:i:3:d:10.1007_s13253-020-00397-0.

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2020The effect of public financing on candidate reemergence and success in elections. (2020). Song, B K. In: European Journal of Political Economy. RePEc:eee:poleco:v:65:y:2020:i:c:s0176268020300677.

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2020COVID-19 infections, labour market shocks, and subjective well-being. (2020). de New, John P ; Botha, Ferdi. In: Melbourne Institute Working Paper Series. RePEc:iae:iaewps:wp2020n14.

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2020Online Display Advertising Markets: A Literature Review and Future Directions. (2020). Leary, Adam ; Balseiro, Santiago R ; Mela, Carl F ; Choi, Hana. In: Information Systems Research. RePEc:inm:orisre:v:31:y:2020:i:2:p:556-575.

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2019Money, credit, monetary policy, and the business cycle in the euro area: what has changed since the crisis?. (2019). Reichlin, Lucrezia ; Lenza, Michele ; Giannone, Domenico. In: Staff Reports. RePEc:fip:fednsr:885.

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2019Robust Bayesian Inference in Stochastic Frontier Models. (2019). Tsionas, Mike. In: Journal of Risk and Financial Management. RePEc:gam:jjrfmx:v:12:y:2019:i:4:p:183-:d:294111.

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2019Forecast Reconciliation: A geometric View with New Insights on Bias Correction. (2019). Hyndman, Rob J ; Athanasopoulos, George ; Gamakumara, Puwasala ; Panagiotelis, Anastasios. In: Monash Econometrics and Business Statistics Working Papers. RePEc:msh:ebswps:2019-18.

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2019Forecasting Observables with Particle Filters: Any Filter Will Do!. (2019). McCabe, Brendan ; Martin, Gael M ; Forbes, Catherine S ; Leung, Patrick. In: Monash Econometrics and Business Statistics Working Papers. RePEc:msh:ebswps:2019-22.

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2019Elucidate Structure in Intermittent Demand Series. (2019). Athanasopoulos, George ; Kourentzes, Nikolaos. In: Monash Econometrics and Business Statistics Working Papers. RePEc:msh:ebswps:2019-27.

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2019Fast Forecast Reconciliation Using Linear Models. (2019). Shmueli, Galit ; Hyndman, Rob J ; Ashouri, Mahsa. In: Monash Econometrics and Business Statistics Working Papers. RePEc:msh:ebswps:2019-29.

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2019Deville and Särndal’s calibration: revisiting a 25-years-old successful optimization problem. (2019). Tille, Yves ; Devaud, Denis. In: TEST: An Official Journal of the Spanish Society of Statistics and Operations Research. RePEc:spr:testjl:v:28:y:2019:i:4:d:10.1007_s11749-019-00681-3.

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2019Rejoinder on: Deville and Särndal’s calibration: revisiting a 25-year-old successful optimization problem. (2019). Tille, Yves ; Devaud, Denis. In: TEST: An Official Journal of the Spanish Society of Statistics and Operations Research. RePEc:spr:testjl:v:28:y:2019:i:4:d:10.1007_s11749-019-00685-z.

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2019An Empirical Model of Dyadic Link Formation in a Network with Unobserved Heterogeneity. (2019). Dzemski, Andreas. In: The Review of Economics and Statistics. RePEc:tpr:restat:v:101:y:2019:i:5:p:763-776.

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2019Price Dividend Ratio and Long-Run Stock Returns: a Score Driven State Space Model. (2019). Petrella, Ivan ; Delle Monache, Davide ; Venditti, Fabrizio. In: EMF Research Papers. RePEc:wrk:wrkemf:29.

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Recent citations received in 2018
YearCiting document
2018Quality of Politicians and Electoral System. Evidence from a Quasi-experimental Design for Italian Cities. (2018). de Benedetto, Marco Alberto. In: BCAM Working Papers. RePEc:bbk:bbkcam:1802.

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2018Bayesian Forecasting of Electoral Outcomes with new Parties Competition. (2018). Stumpf-Fetizon, Timothee ; Papaspiliopoulos, Omiros ; Garcia-Montalvo, Jose. In: Working Papers. RePEc:bge:wpaper:1065.

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2018
2018Time-varying asymmetry and tail thickness in long series of daily financial returns. (2018). Pipień, Mateusz ; Baej, Mazur. In: Studies in Nonlinear Dynamics & Econometrics. RePEc:bpj:sndecm:v:22:y:2018:i:5:p:21:n:5.

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2018A New Semiparametric Estimation Approach for Large Dynamic Covariance Matrices with Multiple Conditioning Variables. (2018). LINTON, OLIVER ; Chen, Jia. In: Cambridge Working Papers in Economics. RePEc:cam:camdae:1876.

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2018High Dimensional Semiparametric Moment Restriction Models. (2018). LINTON, OLIVER ; GAO, Jiti ; Dong, C. In: Cambridge Working Papers in Economics. RePEc:cam:camdae:1881.

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2018Efficient Counterfactual Learning from Bandit Feedback. (2018). Yasui, Shota ; Yata, Kohei ; Narita, Yusuke. In: Cowles Foundation Discussion Papers. RePEc:cwl:cwldpp:2155.

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2018Uniform confidence bands in deconvolution with unknown error distribution. (2018). Kato, Kengo ; Sasaki, Yuya. In: Journal of Econometrics. RePEc:eee:econom:v:207:y:2018:i:1:p:129-161.

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2018Credit and market risks measurement in carbon financing for Chinese banks. (2018). Zhang, XI ; Li, Jian. In: Energy Economics. RePEc:eee:eneeco:v:76:y:2018:i:c:p:549-557.

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2018Classified mixed logistic model prediction. (2018). Sun, Hanmei ; Jiang, Jiming ; Luan, Yihui ; Nguyen, Thuan. In: Journal of Multivariate Analysis. RePEc:eee:jmvana:v:168:y:2018:i:c:p:63-74.

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2018A Two-Stage Regularization Method for Variable Selection and Forecasting in High-Order Interaction Model. (2018). Jiang, HE ; Dong, Yao. In: Complexity. RePEc:hin:complx:2032987.

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2018Double/de-biased machine learning using regularized Riesz representers. (2018). Chernozhukov, Victor ; Robins, James ; Newey, Whitney K. In: CeMMAP working papers. RePEc:ifs:cemmap:15/18.

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2018High dimensional semiparametric moment restriction models. (2018). LINTON, OLIVER ; GAO, Jiti ; Dong, Chaohua. In: CeMMAP working papers. RePEc:ifs:cemmap:69/18.

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2018The Effect of Subscription Video-on-Demand on Piracy: Evidence from a Household-Level Randomized Experiment. (2018). Smith, Michael D ; Ferreira, Pedro ; de Matos, Miguel Godinho. In: Management Science. RePEc:inm:ormnsc:v:64:y:2018:i:12:p:5610-5630.

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2018Modified Causal Forests for Estimating Heterogeneous Causal Effects. (2018). Lechner, Michael. In: IZA Discussion Papers. RePEc:iza:izadps:dp12040.

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2018Predicting elections: Experts, polls, and fundamentals. (2018). Graefe, Andreas. In: Judgment and Decision Making. RePEc:jdm:journl:v:13:y:2018:i:4:p:334-344.

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2018Rank effects in political promotions. (2018). Tukiainen, Janne ; Merilainen, Jaakko. In: Public Choice. RePEc:kap:pubcho:v:177:y:2018:i:1:d:10.1007_s11127-018-0591-8.

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2018Factor-Driven Two-Regime Regression. (2018). Shin, Youngki ; SEO, MYUNG HWAN ; Liao, Yuan ; Lee, Sokbae (Simon). In: Department of Economics Working Papers. RePEc:mcm:deptwp:2018-14.

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2018High dimensional semiparametric moment restriction models. (2018). LINTON, OLIVER ; GAO, Jiti ; Dong, Chaohua. In: Monash Econometrics and Business Statistics Working Papers. RePEc:msh:ebswps:2018-23.

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2018Economists (and Economics) in Tech Companies. (2018). Athey, Susan ; Luca, Michael. In: NBER Working Papers. RePEc:nbr:nberwo:25064.

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2018Empirical Asset Pricing via Machine Learning. (2018). Xiu, Dacheng ; Kelly, Bryan ; Gu, Shihao. In: NBER Working Papers. RePEc:nbr:nberwo:25398.

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2018A structural break test for extremal dependence in β-mixing random vectors. (2018). Hoga, Y. In: Biometrika. RePEc:oup:biomet:v:105:y:2018:i:3:p:627-643..

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2018Functional principal component analysis for identifying multivariate patterns and archetypes of growth, and their association with long-term cognitive development. (2018). Kramer, Michael S ; Wang, Jane-Ling ; Hadjipantelis, Pantelis Z ; Han, Kyunghee ; Muller, Hans-Georg ; Martin, Richard M ; Yang, Seungmi . In: PLOS ONE. RePEc:plo:pone00:0207073.

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2018Quality of Politicians and Electoral System. Evidence from a Quasi-experimental Design for Italian Cities. (2018). de Benedetto, Marco Alberto. In: MPRA Paper. RePEc:pra:mprapa:89511.

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2018An Auction-Based Test of Private Information in an Interdealer FX Market. (2018). Villamizar-Villegas, mauricio ; Bonaldi, Jean. In: Working papers. RePEc:rie:riecdt:1.

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2018Reducing Dimensions in a Large TVP-VAR. (2018). Strachan, Rodney ; Eisenstat, Eric. In: Working Paper series. RePEc:rim:rimwps:18-37.

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2018Discussion of “Survival models and health sequences” by Walter Dempsey and Peter McCullagh. (2018). Kalbfleisch, John D. In: Lifetime Data Analysis: An International Journal Devoted to Statistical Methods and Applications for Time-to-Event Data. RePEc:spr:lifeda:v:24:y:2018:i:4:d:10.1007_s10985-018-9439-2.

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2018Subsampling MCMC - an Introduction for the Survey Statistician. (2018). Villani, Mattias ; Kohn, Robert ; Dang, Khue-Dung ; Tran, Minh-Ngoc ; Quiroz, Matias. In: Sankhya A: The Indian Journal of Statistics. RePEc:spr:sankha:v:80:y:2018:i:1:d:10.1007_s13171-018-0153-7.

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2018The Evolution of Forecast Density Combinations in Economics. (2018). van Dijk, Herman ; Mitchell, James ; Aastveit, Knut Are ; Ravazzolo, Francesco. In: Tinbergen Institute Discussion Papers. RePEc:tin:wpaper:20180069.

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2018Forecast Density Combinations of Dynamic Models and Data Driven Portfolio Strategies. (2018). van Dijk, Herman ; Grassi, Stefano ; Baştürk, Nalan ; Hoogerheide, Lennart ; Borowska, Agnieszka ; Basturk, Nalan . In: Tinbergen Institute Discussion Papers. RePEc:tin:wpaper:20180076.

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2018Bayesian forecasting of electoral outcomes with new parties competition. (2018). Stumpf-Fetizon, Timothee ; Papaspiliopoulos, Omiros ; Montalvo, Jose Garcia. In: Economics Working Papers. RePEc:upf:upfgen:1624.

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2018Predicting Match Outcomes in Football by an Ordered Forest Estimator. (2018). Lechner, Michael ; Knaus, Michael ; Goller, Daniel ; Okasa, Gabriel. In: Economics Working Paper Series. RePEc:usg:econwp:2018:11.

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2018A scoring rule for factor and autoregressive models under misspecification. (2018). Sartore, Domenico ; Ravazzolo, Francesco ; Corradin, Fausto ; Casarin, Roberto. In: Working Papers. RePEc:ven:wpaper:2018:18.

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2018Predictive analytics of insurance claims using multivariate decision trees. (2018). Emiliano, Valdez ; Zhiyu, Quan. In: Dependence Modeling. RePEc:vrs:demode:v:6:y:2018:i:1:p:377-407:n:22.

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2018A New Semiparametric Estimation Approach for Large Dynamic Covariance Matrices with Multiple Conditioning Variables. (2018). Li, Degui ; LINTON, OLIVER ; Chen, Jia. In: Discussion Papers. RePEc:yor:yorken:18/14.

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Recent citations received in 2017
YearCiting document
2017Groupwise envelope models for imaging genetic analysis. (2017). Park, Yeonhee ; Zhu, Hongtu ; Su, Zhihua . In: Biometrics. RePEc:bla:biomet:v:73:y:2017:i:4:p:1243-1253.

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2017Bridging Finite and Super Population Causal Inference. (2017). Luke, Miratrix ; Xinran, LI ; Peng, Ding. In: Journal of Causal Inference. RePEc:bpj:causin:v:5:y:2017:i:2:p:8:n:7.

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2017Effects of a Government-Academic Partnership: Has the NSF-Census Bureau Research Network Helped Improve the U.S. Statistical System?. (2017). Weinberg, Daniel ; Vilhuber, Lars ; Shapiro, Matthew ; Levenstein, Margaret ; Abowd, John ; Holan, Scott H ; Folch, David C ; Wikle, Christopher K ; Cressie, Noel ; Belli, Robert F ; Spielman, Seth E ; Spencer, Bruce D ; Soh, Leen-Kiat ; Smyth, Jolene ; Reiter, Jerome P ; Olson, Kristen M. In: Working Papers. RePEc:cen:wpaper:17-59r.

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2017Sequential quasi-Monte Carlo: Introduction for Non-Experts, Dimension Reduction, Application to Partly Observed Diffusion Processes. (2017). Chopin, Nicolas ; Gerber, Mathieu. In: Working Papers. RePEc:crs:wpaper:2017-35.

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2017Concentration of tempered posteriors and of their variational approximations. (2017). Ridgway, James ; Alquier, Pierre . In: Working Papers. RePEc:crs:wpaper:2017-39.

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2017Estimation of the discontinuous leverage effect: Evidence from the NASDAQ order book. (2017). Neely, Christopher ; Winkelmann, Lars ; Bibinger, Markus. In: Working Papers. RePEc:fip:fedlwp:2017-012.

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2017Jump risk premia across major international equity markets. (2017). AROURI, Mohamed ; Pukthuanthong, Kuntara ; Msaddek, Oussama. In: Post-Print. RePEc:hal:journl:hal-02083723.

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2017Random Effects Models with Deep Neural Network Basis Functions: Methodology and Computation. (2017). Tran, Minh-Ngoc ; Nott, David ; Nguyen, Nghia ; Kohn, Robert. In: Working Papers. RePEc:syb:wpbsba:2123/17877.

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2017Nonparametric Estimation of the Leverage Effect: A Trade-Off Between Robustness and Efficiency. (2017). Kalnina, Ilze ; Xiu, Dacheng. In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:112:y:2017:i:517:p:384-396.

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2017Rejoinder: Statistical Significance and the Dichotomization of Evidence. (2017). McShane, Blakeley B ; Gal, David . In: Journal of the American Statistical Association. RePEc:taf:jnlasa:v:112:y:2017:i:519:p:904-908.

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2017A joint regression modeling framework for analyzing bivariate binary data in R. (2017). Rosalba, Radice ; Giampiero, Marra. In: Dependence Modeling. RePEc:vrs:demode:v:5:y:2017:i:1:p:268-294:n:16.

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