Serena Ng : Citation Profile


Are you Serena Ng?

Columbia University

38

H index

60

i10 index

10670

Citations

RESEARCH PRODUCTION:

76

Articles

107

Papers

3

Chapters

RESEARCH ACTIVITY:

   30 years (1991 - 2021). See details.
   Cites by year: 355
   Journals where Serena Ng has often published
   Relations with other researchers
   Recent citing documents: 1092.    Total self citations: 50 (0.47 %)

MORE DETAILS IN:
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   Updated: 2021-09-18    RAS profile: 2021-07-28    
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Relations with other researchers


Works with:

Bai, Jushan (5)

McCracken, Michael (4)

Lee, Sokbae (Simon) (4)

Gorodnichenko, Yuriy (2)

Ma, Sai (2)

Ludvigson, Sydney (2)

Authors registered in RePEc who have co-authored more than one work in the last five years with Serena Ng.

Is cited by:

GUPTA, RANGAN (249)

Marcellino, Massimiliano (155)

Shahbaz, Muhammad (111)

Forni, Mario (105)

Hallin, Marc (91)

Lippi, Marco (90)

Westerlund, Joakim (89)

Asongu, Simplice (89)

Rodríguez Caballero, Carlos (87)

Barigozzi, Matteo (82)

Eickmeier, Sandra (80)

Cites to:

Bai, Jushan (70)

Watson, Mark (67)

Stock, James (53)

Reichlin, Lucrezia (47)

Forni, Mario (42)

Lippi, Marco (39)

Perron, Pierre (39)

Phillips, Peter (32)

Hallin, Marc (32)

Pesaran, M (27)

Diebold, Francis (22)

Main data


Where Serena Ng has published?


Journals with more than one article published# docs
Journal of Econometrics13
Journal of Business & Economic Statistics8
Econometrica5
Econometric Theory5
The Review of Economics and Statistics5
Journal of Applied Econometrics3
Journal of Monetary Economics2
Econometric Reviews2
Econometrics Journal2
AEA Papers and Proceedings2
Journal of Business & Economic Statistics2
Journal of Economic Dynamics and Control2
Annals of Economics and Finance2

Working Papers Series with more than one paper published# docs
Boston College Working Papers in Economics / Boston College Department of Economics18
Papers / arXiv.org13
Economics Working Paper Archive / The Johns Hopkins University,Department of Economics4
FRB Atlanta Working Paper / Federal Reserve Bank of Atlanta2
Econometrics / University Library of Munich, Germany2
Econometric Society World Congress 2000 Contributed Papers / Econometric Society2
Working Papers / Federal Reserve Bank of St. Louis2

Recent works citing Serena Ng (2021 and 2020)


YearTitle of citing document
2020A Scoring Rule for Factor and Autoregressive Models Under Misspecification. (2020). Corradin, Fausto ; Casarin, Roberto ; Wong, Wing-Keung ; Sartore, Nguyen Domenico ; Ravazzolo, Francesco. In: Advances in Decision Sciences. RePEc:aag:wpaper:v:24:y:2020:i:2:p:66-103.

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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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2020Predicting bond return predictability. (2020). Thyrsgaard, Martin ; Kjar, Mads M ; Eriksen, Jonas N ; Borup, Daniel. In: CREATES Research Papers. RePEc:aah:create:2020-09.

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2020Air pollution and mobility in the Mexico City Metropolitan Area, what drives the COVID-19 death toll?. (2020). Vera-Valdes, Eduardo J ; Rodriguez-Caballero, Carlos Vladimir. In: CREATES Research Papers. RePEc:aah:create:2020-15.

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2020Exchange Rates and Macroeconomic Fundamentals: Evidence of Instabilities from Time-Varying Factor Loadings. (2020). Mikkelsen, Jakob ; Hillebrand, Eric ; Urga, Giovanni ; Spreng, Lars. In: CREATES Research Papers. RePEc:aah:create:2020-19.

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2021Expecting the unexpected: economic growth under stress. (2021). Ortega, Esther Ruiz ; Rodriguez-Caballero, Carlos Vladimir ; Gonzalez-Rivera, Gloria. In: CREATES Research Papers. RePEc:aah:create:2021-06.

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2021Is U.S. real output growth really non-normal? Testing distributional assumptions in time-varying location-scale models. (2021). Kruse-Becher, Robinson ; Demetrescu, Matei. In: CREATES Research Papers. RePEc:aah:create:2021-07.

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2021The incremental information in the yield curve about future interest rate risk. (2021). Veliyev, Bezirgen ; Kjar, Mads Markvart ; Christensen, Bent Jesper. In: CREATES Research Papers. RePEc:aah:create:2021-11.

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2020Governance and the Capital Flight Trap in Africa. (2020). Asongu, Simplice ; Nnanna, Joseph. In: Research Africa Network Working Papers. RePEc:abh:wpaper:20/024.

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2020Forecasting Financial Vulnerability in the US: A Factor Model Approach. (2020). Shi, Wen ; Kim, Hyeongwoo. In: Auburn Economics Working Paper Series. RePEc:abn:wpaper:auwp2020-04.

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2020Governance and the Capital Flight Trap in Africa. (2020). Asongu, Simplice ; Nnanna, Joseph. In: Working Papers of the African Governance and Development Institute.. RePEc:agd:wpaper:20/024.

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2020Land certification, rental market participation, and income dynamics in rural China. (2020). Du, Xiaodong ; Xu, Licheng. In: 2020 Annual Meeting, July 26-28, Kansas City, Missouri. RePEc:ags:aaea20:304247.

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2020A Scoring Rule for Factor and Autoregressive Models Under Misspecification. (2020). Wong, Wing-Keung ; Sartore, Nguyen Domenico ; Ravazzolo, Francesco ; Corradin, Fausto ; Casarin, Roberto. In: International Association of Decision Sciences. RePEc:ahq:wpaper:v:24:y:2020:i:2:p:66-103.

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2020Does the Yield Curve Signal Recessions? New Evidence from an International Panel Data Analysis. (2020). Hasse, Jean-Baptiste ; Lajaunie, Quentin. In: AMSE Working Papers. RePEc:aim:wpaimx:2013.

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2020Meta-learning approaches for recovery rate prediction. (2020). Vrins, Frédéric ; Roccazzella, Francesco ; Gambetti, Paolo. In: LIDAM Discussion Papers LFIN. RePEc:ajf:louvlf:2020007.

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2021Response surfaces for DF-GLS p-values. (2021). Cottrell, Allin. In: gretl working papers. RePEc:anc:wgretl:8.

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2020“Measuring and assessing economic uncertainty”. (2020). Claveria, Oscar. In: AQR Working Papers. RePEc:aqr:wpaper:202003.

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2021“Employment uncertainty a year after the irruption of the covid-19 pandemic”. (2021). Sorić, Petar ; Claveria, Oscar ; Soric, Petar. In: AQR Working Papers. RePEc:aqr:wpaper:202104.

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2021“Detecting multiple level shifts in bounded time series”. (2021). Carrion-i-Silvestre, Josep ; Gadea, Maria Dolores. In: AQR Working Papers. RePEc:aqr:wpaper:202106.

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2020Sequential testing for structural stability in approximate factor models. (2018). Trapani, Lorenzo ; Barigozzi, Matteo. In: Papers. RePEc:arx:papers:1708.02786.

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2020Ill-posed Estimation in High-Dimensional Models with Instrumental Variables. (2018). Simoni, Anna ; Mammen, Enno ; Breunig, Christoph. In: Papers. RePEc:arx:papers:1806.00666.

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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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2020Limit Theorems for Factor Models. (2018). Anatolyev, Stanislav ; Mikusheva, Anna. In: Papers. RePEc:arx:papers:1807.06338.

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2020A Sieve-SMM Estimator for Dynamic Models. (2019). Forneron, Jean-Jacques. In: Papers. RePEc:arx:papers:1902.01456.

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2020Granger Causality Testing in High-Dimensional VARs: a Post-Double-Selection Procedure. (2019). Smeekes, Stephan ; Margaritella, Luca ; Hecq, Alain. In: Papers. RePEc:arx:papers:1902.10991.

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2020Bayesian MIDAS Penalized Regressions: Estimation, Selection, and Prediction. (2019). Mogliani, Matteo. In: Papers. RePEc:arx:papers:1903.08025.

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2021Deep Learning in Asset Pricing. (2019). Zhu, Jason ; Pelger, Markus ; Chen, Luyang. In: Papers. RePEc:arx:papers:1904.00745.

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2020Forecasting the US GDP Components in the short run. (2019). Celov, Dmitrij ; Jokubaitis, Saulius. In: Papers. RePEc:arx:papers:1906.07992.

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2021Detecting Identification Failure in Moment Condition Models. (2019). Forneron, Jean-Jacques. In: Papers. RePEc:arx:papers:1907.13093.

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2020Efficient Estimation by Fully Modified GLS with an Application to the Environmental Kuznets Curve. (2019). Reuvers, Hanno ; Lin, Yicong. In: Papers. RePEc:arx:papers:1908.02552.

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2021Shrinkage Estimation of Network Spillovers with Factor Structured Errors. (2019). Martellosio, Federico ; Higgins, Ayden. In: Papers. RePEc:arx:papers:1909.02823.

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2021Subspace Clustering for Panel Data with Interactive Effects. (2019). Tony, Hon Keung ; Qu, Hao ; Gao, Wei ; Duan, Jiangtao. In: Papers. RePEc:arx:papers:1909.09928.

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2020Trading Strategies and Market Color: The Benefits of Friendship with Quantitative Analysts and Financial Engineers. (2019). Kashyap, Ravi. In: Papers. RePEc:arx:papers:1910.02144.

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2020Quasi Maximum Likelihood Estimation and Inference of Large Approximate Dynamic Factor Models via the EM algorithm. (2019). Barigozzi, Matteo ; Luciani, Matteo. In: Papers. RePEc:arx:papers:1910.03821.

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2020Identifiability of Structural Singular Vector Autoregressive Models. (2019). Braumann, Alexander ; Funovits, Bernd. In: Papers. RePEc:arx:papers:1910.04096.

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2020Large Dimensional Latent Factor Modeling with Missing Observations and Applications to Causal Inference. (2019). Pelger, Markus ; Xiong, Ruoxuan. In: Papers. RePEc:arx:papers:1910.08273.

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2020Data-driven covariance estimators for high-dimensional minimum-variance portfolios. (2019). Steinert, Rick ; Shivarova, Antoniya ; Husmann, Sven . In: Papers. RePEc:arx:papers:1910.13960.

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2020Quantile Factor Models. (2019). Gonzalo, Jesus ; Dolado, Juan ; Chen, Liang. In: Papers. RePEc:arx:papers:1911.02173.

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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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2020Regularized Estimation of High-dimensional Factor-Augmented Autoregressive (FAVAR) Models. (2019). Michailidis, George ; Lin, Jiahe. In: Papers. RePEc:arx:papers:1912.04146.

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2020Blocked Clusterwise Regression. (2020). Cytrynbaum, Max. In: Papers. RePEc:arx:papers:2001.11130.

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2020Profit-oriented sales forecasting: a comparison of forecasting techniques from a business perspective. (2020). Lemahieu, Wilfried ; Baesens, Bart ; van den Bossche, Filip ; van Calster, Tine. In: Papers. RePEc:arx:papers:2002.00949.

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2020Unit-root test within a threshold ARMA framework. (2020). Tong, Howell ; Goracci, Greta ; Giannerini, Simone ; Chan, Kung-Sik. In: Papers. RePEc:arx:papers:2002.09968.

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2020Equal Predictive Ability Tests for Panel Data with an Application to OECD and IMF Forecasts. (2020). Yang, Zhenlin ; Urga, Giovanni ; Pirotte, Alain ; Akgun, Oguzhan. In: Papers. RePEc:arx:papers:2003.02803.

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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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2020The Interaction Between Credit Constraints and Uncertainty Shocks. (2020). Kohn, Robert ; Gunawan, David ; Chatterjee, Pratiti . In: Papers. RePEc:arx:papers:2004.14719.

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2020Regret Theory And Asset Pricing Anomalies In Incomplete Markets With Dynamic Un-Aggregated Preferences. (2020). Nwogugu, Michael. In: Papers. RePEc:arx:papers:2005.01709.

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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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2020Macroeconomic Forecasting with Fractional Factor Models. (2020). Hartl, Tobias. In: Papers. RePEc:arx:papers:2005.04897.

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2021Horseshoe Prior Bayesian Quantile Regression. (2020). Kohns, David ; Szendrei, Tibor. In: Papers. RePEc:arx:papers:2006.07655.

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2020Measuring Macroeconomic Uncertainty: A Cross-Country Analysis. (2020). Sarferaz, Samad ; Dibiasi, Andreas. In: Papers. RePEc:arx:papers:2006.09007.

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2021The Macroeconomy as a Random Forest. (2020). Coulombe, Philippe Goulet. In: Papers. RePEc:arx:papers:2006.12724.

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2021Real-Time Real Economic Activity: Exiting the Great Recession and Entering the Pandemic Recession. (2020). Diebold, Francis X. In: Papers. RePEc:arx:papers:2006.15183.

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2021Inference in Bayesian Additive Vector Autoregressive Tree Models. (2020). Huber, Florian ; Rossini, Luca. In: Papers. RePEc:arx:papers:2006.16333.

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2021When are Google data useful to nowcast GDP? An approach via pre-selection and shrinkage. (2020). Ferrara, Laurent ; Simoni, Anna. In: Papers. RePEc:arx:papers:2007.00273.

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2020Forecasting with Bayesian Grouped Random Effects in Panel Data. (2020). Zhang, Boyuan. In: Papers. RePEc:arx:papers:2007.02435.

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2020Variable Selection in Macroeconomic Forecasting with Many Predictors. (2020). Yu, Cindy ; Zhu, Zhengyuan ; Wang, Zhenzhong. In: Papers. RePEc:arx:papers:2007.10160.

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2020The role of global economic policy uncertainty in predicting crude oil futures volatility: Evidence from a two-factor GARCH-MIDAS model. (2020). Zhou, Wei-Xing ; Xiong, Xiong ; Dai, Peng-Fei. In: Papers. RePEc:arx:papers:2007.12838.

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2021The Spectral Approach to Linear Rational Expectations Models. (2020). Al-Sadoon, Majid. In: Papers. RePEc:arx:papers:2007.13804.

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2020Testing error distribution by kernelized Stein discrepancy in multivariate time series models. (2020). Li, Dong ; Gong, Huan ; Zhu, KE ; Luo, Donghang. In: Papers. RePEc:arx:papers:2008.00747.

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2021Testing Semi-Strong Form Efficiency of the Prewar Japanese Stock Market. (2020). Noda, Akihiko ; Hirayama, Kenichi. In: Papers. RePEc:arx:papers:2008.00860.

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2021Macroeconomic Data Transformations Matter. (2020). Stevanovic, Dalibor ; Surprenant, St'Ephane ; Leroux, Maxime ; Coulombe, Philippe Goulet. In: Papers. RePEc:arx:papers:2008.01714.

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2021To Bag is to Prune. (2020). Coulombe, Philippe Goulet. In: Papers. RePEc:arx:papers:2008.07063.

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2020How is Machine Learning Useful for Macroeconomic Forecasting?. (2020). Stevanovic, Dalibor ; Surprenant, St'Ephane ; Leroux, Maxime ; Coulombe, Philippe Goulet. In: Papers. RePEc:arx:papers:2008.12477.

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2021Time-Varying Parameters as Ridge Regressions. (2020). Coulombe, Philippe Goulet. In: Papers. RePEc:arx:papers:2009.00401.

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2020Bear Markets and Recessions versus Bull Markets and Expansions. (2020). Hatemi-J, Abdulnasser. In: Papers. RePEc:arx:papers:2009.01343.

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2021COVID-19: Tail Risk and Predictive Regressions. (2020). Skrobotov, Anton ; Semenov, Alexander ; Ibragimov, Rustam ; Distaso, Walter. In: Papers. RePEc:arx:papers:2009.02486.

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2021Dimension Reduction for High Dimensional Vector Autoregressive Models. (2020). Hecq, Alain ; Cubadda, Gianluca. In: Papers. RePEc:arx:papers:2009.03361.

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2021Deep Learning, Predictability, and Optimal Portfolio Returns. (2020). Baruník, Jozef ; Babiak, Mykola. In: Papers. RePEc:arx:papers:2009.03394.

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2020Regularized Solutions to Linear Rational Expectations Models. (2020). Al-Sadoon, Majid. In: Papers. RePEc:arx:papers:2009.05875.

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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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2020Consistent Specification Test of the Quantile Autoregression. (2020). Phella, Anthoulla. In: Papers. RePEc:arx:papers:2010.03898.

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2020The Knowledge Graph for Macroeconomic Analysis with Alternative Big Data. (2020). , Weinan ; Huang, Guanhua ; Pang, Yue ; Yang, Yucheng. In: Papers. RePEc:arx:papers:2010.05172.

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2020Forecasting With Factor-Augmented Quantile Autoregressions: A Model Averaging Approach. (2020). Phella, Anthoulla. In: Papers. RePEc:arx:papers:2010.12263.

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2021Optimal Portfolio Using Factor Graphical Lasso. (2020). Seregina, Ekaterina ; Lee, Tae-Hwy. In: Papers. RePEc:arx:papers:2011.00435.

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2020Developments on the Bayesian Structural Time Series Model: Trending Growth. (2020). Kohns, David ; Bhattacharjee, Arnab. In: Papers. RePEc:arx:papers:2011.00938.

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2021Learning from Forecast Errors: A New Approach to Forecast Combinations. (2020). Seregina, Ekaterina ; Lee, Tae-Hwy. In: Papers. RePEc:arx:papers:2011.02077.

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2021Do We Exploit all Information for Counterfactual Analysis? Benefits of Factor Models and Idiosyncratic Correction. (2020). Masini, Ricardo P ; Fan, Jianqing ; Medeiros, Marcelo C. In: Papers. RePEc:arx:papers:2011.03996.

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2021Mostly Harmless Machine Learning: Learning Optimal Instruments in Linear IV Models. (2020). Chen, Daniel L ; Lewis, Greg. In: Papers. RePEc:arx:papers:2011.06158.

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2020A Two-Way Transformed Factor Model for Matrix-Variate Time Series. (2020). Tsay, Ruey S ; Gao, Zhaoxing. In: Papers. RePEc:arx:papers:2011.09029.

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2020Business and consumer uncertainty in the face of the pandemic: A sector analysis in European countries. (2020). Claveria, Oscar. In: Papers. RePEc:arx:papers:2012.02091.

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2021Quantum Technology for Economists. (2021). Hull, Isaiah ; Sattath, OR ; Wendin, Goran ; Diamanti, Eleni. In: Papers. RePEc:arx:papers:2012.04473.

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2021Dynamic industry uncertainty networks and the business cycle. (2021). Baruník, Jozef ; Faff, Robert ; Bevilacqua, Mattia. In: Papers. RePEc:arx:papers:2101.06957.

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2021A nowcasting approach to generate timely estimates of Mexican economic activity: An application to the period of COVID-19. (2021). Corona, Francisco ; Gonz, Graciela ; L'Opez, Jes'Us. In: Papers. RePEc:arx:papers:2101.10383.

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2021Uncertainty spill-overs: when policy and financial realms overlap. (2021). Dragomirescu-Gaina, Catalin ; Bacchiocchi, Emanuele. In: Papers. RePEc:arx:papers:2102.06404.

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2021Bridging factor and sparse models. (2021). Medeiros, Marcelo C ; Masini, Ricardo ; Fan, Jianqing. In: Papers. RePEc:arx:papers:2102.11341.

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2021Hierarchical Regularizers for Mixed-Frequency Vector Autoregressions. (2021). Hecq, Alain ; Wilms, Ines ; Ternes, Marie. In: Papers. RePEc:arx:papers:2102.11780.

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2021Quasi-maximum likelihood estimation of break point in high-dimensional factor models. (2021). Han, XU ; Bai, Jushan ; Duan, Jiangtao. In: Papers. RePEc:arx:papers:2102.12666.

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2021Incorporating Financial Big Data in Small Portfolio Risk Analysis: Market Risk Management Approach. (2021). Yu, Seunghyeon ; Kim, Donggyu. In: Papers. RePEc:arx:papers:2102.12783.

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2021On the Subbagging Estimation for Massive Data. (2021). Wang, Hansheng ; Liang, Xuan ; Zou, Tao. In: Papers. RePEc:arx:papers:2103.00631.

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2021The Kernel Trick for Nonlinear Factor Modeling. (2021). Kutateladze, Varlam. In: Papers. RePEc:arx:papers:2103.01266.

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2021Standing on the Shoulders of Machine Learning: Can We Improve Hypothesis Testing?. (2021). Cornwall, Gary ; Sauley, Beau ; Chen, Jeff . In: Papers. RePEc:arx:papers:2103.01368.

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2021Theory of Low Frequency Contamination from Nonstationarity and Misspecification: Consequences for HAR Inference. (2021). Perron, Pierre ; Deng, Taosong ; Casini, Alessandro. In: Papers. RePEc:arx:papers:2103.01604.

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2021Slow-Growing Trees. (2021). Coulombe, Philippe Goulet. In: Papers. RePEc:arx:papers:2103.01926.

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2021Theory of Evolutionary Spectra for Heteroskedasticity and Autocorrelation Robust Inference in Possibly Misspecified and Nonstationary Models. (2021). Casini, Alessandro. In: Papers. RePEc:arx:papers:2103.02981.

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2021Divide-and-Conquer: A Distributed Hierarchical Factor Approach to Modeling Large-Scale Time Series Data. (2021). Tsay, Ruey S ; Gao, Zhaoxing. In: Papers. RePEc:arx:papers:2103.14626.

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2021Performance of Empirical Risk Minimization for Linear Regression with Dependent Data. (2021). Brownlees, Christian ; Gudhmundsson, Gudhmundur Stef'An. In: Papers. RePEc:arx:papers:2104.12127.

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2021On the joint volatility dynamics in dairy markets. (2021). Rezitis, Anthony ; Kastner, Gregor. In: Papers. RePEc:arx:papers:2104.12707.

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2021Learning Financial Network with Focally Sparse Structure. (2021). Chernozhukov, Victor ; Wang, Weining ; Huang, Chen. In: Papers. RePEc:arx:papers:2105.07424.

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2021Vector autoregression models with skewness and heavy tails. (2021). Karlsson, Sune ; Nguyen, Hoang ; Mazur, Stepan. In: Papers. RePEc:arx:papers:2105.11182.

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More than 100 citations found, this list is not complete...

Works by Serena Ng:


YearTitleTypeCited
2015Measuring Uncertainty In: American Economic Review.
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article659
2013Measuring Uncertainty.(2013) In: NBER Working Papers.
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2021COVID-19 and the Costs of Deadly Disasters In: AEA Papers and Proceedings.
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2021Estimation and Inference by Stochastic Optimization: Three Examples In: AEA Papers and Proceedings.
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article0
2021Estimation and Inference by Stochastic Optimization: Three Examples.(2021) In: Papers.
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This paper has another version. Agregated cites: 0
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2013Facts and Challenges from the Great Recession for Forecasting and Macroeconomic Modeling In: Journal of Economic Literature.
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article127
2013Facts and Challenges from the Great Recession for Forecasting and Macroeconomic Modeling.(2013) In: NBER Working Papers.
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This paper has another version. Agregated cites: 127
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2020An Econometric Perspective on Algorithmic Subsampling In: Annual Review of Economics.
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article1
2020An Econometric Perspective on Algorithmic Subsampling.(2020) In: Papers.
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This paper has another version. Agregated cites: 1
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2020An econometric perspective on algorithmic subsampling.(2020) In: CeMMAP working papers.
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