Serena Ng : Citation Profile


Are you Serena Ng?

Columbia University

43

H index

69

i10 index

14358

Citations

RESEARCH PRODUCTION:

79

Articles

108

Papers

3

Chapters

RESEARCH ACTIVITY:

   32 years (1991 - 2023). See details.
   Cites by year: 448
   Journals where Serena Ng has often published
   Relations with other researchers
   Recent citing documents: 625.    Total self citations: 58 (0.4 %)

MORE DETAILS IN:
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   Updated: 2024-01-16    RAS profile: 2023-01-31    
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Relations with other researchers


Works with:

Bai, Jushan (6)

Lee, Sokbae (Simon) (4)

McCracken, Michael (3)

Ma, Sai (3)

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 (305)

Marcellino, Massimiliano (191)

Stevanovic, Dalibor (130)

Shahbaz, Muhammad (130)

Forni, Mario (112)

Hallin, Marc (108)

Asongu, Simplice (106)

Westerlund, Joakim (104)

Lippi, Marco (103)

Pesaran, Mohammad (99)

Kapetanios, George (95)

Cites to:

Bai, Jushan (82)

Watson, Mark (74)

Reichlin, Lucrezia (57)

Stock, James (56)

Forni, Mario (47)

Lippi, Marco (45)

Perron, Pierre (41)

Hallin, Marc (36)

Pesaran, Mohammad (36)

Phillips, Peter (34)

Diebold, Francis (25)

Main data


Where Serena Ng has published?


Journals with more than one article published# docs
Journal of Econometrics13
Journal of Business & Economic Statistics8
Econometric Theory5
Econometrica5
The Review of Economics and Statistics5
Journal of Applied Econometrics3
Journal of Business & Economic Statistics3
Econometrics Journal2
Journal of Economic Dynamics and Control2
Journal of Monetary Economics2
Annals of Economics and Finance2
AEA Papers and Proceedings2
Econometric Reviews2

Working Papers Series with more than one paper published# docs
NBER Working Papers / National Bureau of Economic Research, Inc19
Boston College Working Papers in Economics / Boston College Department of Economics18
Papers / arXiv.org14
Economics Working Paper Archive / The Johns Hopkins University,Department of Economics4
Econometrics / University Library of Munich, Germany2
Working Papers / Federal Reserve Bank of St. Louis2
Econometric Society World Congress 2000 Contributed Papers / Econometric Society2
FRB Atlanta Working Paper / Federal Reserve Bank of Atlanta2

Recent works citing Serena Ng (2024 and 2023)


YearTitle of citing document
2023Forecasting Net Charge-Off Rates of Large U.S. Bank Holding Companies using Macroeconomic Latent Factors. (2023). Son, Jisoo ; Kim, Hyeongwoo. In: Auburn Economics Working Paper Series. RePEc:abn:wpaper:auwp2023-02.

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2023Measuring stock market uncertainty. (2023). Dakey, Prasad Teja. In: Theoretical and Applied Economics. RePEc:agr:journl:v:2(635):y:2023:i:2(635):p:149-162.

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2023.

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2023Oil Price Shocks and Bond Risk Premia: Evidence from a Panel of 15 Countries. (2023). Nersisyan, Liana ; Lyrio, Marco ; Iania, Leonardo. In: LIDAM Discussion Papers LFIN. RePEc:ajf:louvlf:2023002.

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2023German Real Estate Index (GREIX). (2023). Zdrzalek, Jonas ; Schularick, Moritz ; Dohmen, Martin ; Amaral, Francisco. In: ECONtribute Discussion Papers Series. RePEc:ajk:ajkdps:231.

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2023Confidence set for group membership. (2018). Okui, Ryo ; Dzemski, Andreas. In: Papers. RePEc:arx:papers:1801.00332.

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2023Nuclear Norm Regularized Estimation of Panel Regression Models. (2019). Weidner, Martin ; Moon, Hyungsik Roger. In: Papers. RePEc:arx:papers:1810.10987.

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2023A Sieve-SMM Estimator for Dynamic Models. (2019). Forneron, Jean-Jacques. In: Papers. RePEc:arx:papers:1902.01456.

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2023Detecting Identification Failure in Moment Condition Models. (2019). Forneron, Jean-Jacques. In: Papers. RePEc:arx:papers:1907.13093.

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2023Optimal 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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2023Equal 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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2023Deep Dynamic Factor Models. (2020). Ricco, Giovanni ; Izzo, Cosimo ; Andreini, Paolo. In: Papers. RePEc:arx:papers:2007.11887.

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2023The Spectral Approach to Linear Rational Expectations Models. (2020). Al-Sadoon, Majid. In: Papers. RePEc:arx:papers:2007.13804.

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2023Time-Varying Parameters as Ridge Regressions. (2020). Coulombe, Philippe Goulet. In: Papers. RePEc:arx:papers:2009.00401.

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2023Optimal Portfolio Using Factor Graphical Lasso. (2020). Seregina, Ekaterina ; Lee, Tae-Hwy. In: Papers. RePEc:arx:papers:2011.00435.

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2023Performance 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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2023Learning Financial Network with Focally Sparse Structure. (2021). Chernozhukov, Victor ; Wang, Weining ; Huang, Chen. In: Papers. RePEc:arx:papers:2105.07424.

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2023Semiparametric Conditional Factor Models: Estimation and Inference. (2021). Wang, Xiaoliang ; Roussanov, Nikolai ; Chen, Qihui. In: Papers. RePEc:arx:papers:2112.07121.

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2023Inferential Theory for Granular Instrumental Variables in High Dimensions. (2022). Lee, Tae Hwy ; Banafti, Saman. In: Papers. RePEc:arx:papers:2201.06605.

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2023A projection based approach for interactive fixed effects panel data models. (2022). Soberon, Alexandra ; Rodriguez-Poo, Juan M ; Keilbar, Georg ; Wang, Weining. In: Papers. RePEc:arx:papers:2201.11482.

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2023Asymptotics of Cointegration Tests for High-Dimensional VAR($k$). (2022). Bykhovskaya, Anna ; Gorin, Vadim. In: Papers. RePEc:arx:papers:2202.07150.

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2023Testing Overidentifying Restrictions with High-Dimensional Data and Heteroskedasticity. (2022). Mei, Ziwei ; Guo, Zijian ; Fan, Qingliang. In: Papers. RePEc:arx:papers:2205.00171.

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2023Estimation and Inference for High Dimensional Factor Model with Regime Switching. (2022). Wang, FA ; Urga, Giovanni. In: Papers. RePEc:arx:papers:2205.12126.

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2023Forecasting macroeconomic data with Bayesian VARs: Sparse or dense? It depends!. (2022). Kastner, Gregor ; Gruber, Luis. In: Papers. RePEc:arx:papers:2206.04902.

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2023Likelihood ratio test for structural changes in factor models. (2022). Han, XU ; Duan, Jiangtao ; Bai, Jushan. In: Papers. RePEc:arx:papers:2206.08052.

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2023Factor Network Autoregressions. (2022). Cavaliere, Giuseppe ; Moramarco, Graziano ; Barigozzi, Matteo. In: Papers. RePEc:arx:papers:2208.02925.

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2023Estimation of Heterogeneous Treatment Effects Using Quantile Regression with Interactive Fixed Effects. (2022). GAO, Jiti ; Whang, Yoon-Jae ; Oka, Tatsushi ; Xu, Ruofan. In: Papers. RePEc:arx:papers:2208.03632.

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2023Matrix Quantile Factor Model. (2022). Zhao, Peng ; Yu, Long ; Liu, Yong-Xin ; Kong, Xin-Bing. In: Papers. RePEc:arx:papers:2208.08693.

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2023Common Idiosyncratic Quantile Risk. (2022). Nevrla, Matej ; Barunik, Jozef. In: Papers. RePEc:arx:papers:2208.14267.

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2023Combining Forecasts under Structural Breaks Using Graphical LASSO. (2022). Seregina, Ekaterina ; Lee, Tae-Hwy. In: Papers. RePEc:arx:papers:2209.01697.

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2023Local Projection Inference in High Dimensions. (2022). Wilms, Ines ; Smeekes, Stephan ; Adamek, Robert. In: Papers. RePEc:arx:papers:2209.03218.

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2023Multidimensional Interactive Fixed-Effects. (2022). Freeman, Hugo. In: Papers. RePEc:arx:papers:2209.11691.

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2023Bayesian Modeling of Time-varying Parameters Using Regression Trees. (2022). Mitchell, James ; Koop, Gary ; Huber, Florian ; Hauzenberger, Niko. In: Papers. RePEc:arx:papers:2209.11970.

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2023Fast Inference for Quantile Regression with Tens of Millions of Observations. (2022). Shin, Youngki ; Seo, Myung Hwan ; Liao, Yuan ; Lee, Sokbae. In: Papers. RePEc:arx:papers:2209.14502.

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2023Testing the Number of Components in Finite Mixture Normal Regression Model with Panel Data. (2022). Kasahara, Hiroyuki ; Hao, YU. In: Papers. RePEc:arx:papers:2210.02824.

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2023Modelling Large Dimensional Datasets with Markov Switching Factor Models. (2022). Massacci, Daniele ; Barigozzi, Matteo. In: Papers. RePEc:arx:papers:2210.09828.

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2023Reservoir Computing for Macroeconomic Forecasting with Mixed Frequency Data. (2022). Ortega, Juan-Pablo ; van Huellen, Sophie ; Hirt, Marcel ; Grigoryeva, Lyudmila ; Dellaportas, Petros ; Ballarin, Giovanni. In: Papers. RePEc:arx:papers:2211.00363.

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2023On Estimation and Inference of Large Approximate Dynamic Factor Models via the Principal Component Analysis. (2022). Barigozzi, Matteo. In: Papers. RePEc:arx:papers:2211.01921.

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2023Boosted p-Values for High-Dimensional Vector Autoregression. (2022). Huang, Xiao. In: Papers. RePEc:arx:papers:2211.02215.

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2023Enhanced Bayesian Neural Networks for Macroeconomics and Finance. (2022). Marcellino, Massimiliano ; Klieber, Karin ; Huber, Florian ; Hauzenberger, Niko. In: Papers. RePEc:arx:papers:2211.04752.

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2023Cross-Sectional Dynamics Under Network Structure: Theory and Macroeconomic Applications. (2022). Mlikota, Marko. In: Papers. RePEc:arx:papers:2211.13610.

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2023When it counts -- Econometric identification of the basic factor model based on GLT structures. (2023). Lopes, Hedibert Freitas ; Hosszejni, Darjus ; Fruhwirth-Schnatter, Sylvia. In: Papers. RePEc:arx:papers:2301.06354.

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2023Multidimensional dynamic factor models. (2023). Pellegrino, Filippo ; Barigozzi, Matteo. In: Papers. RePEc:arx:papers:2301.12499.

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2023Nonlinearities in Macroeconomic Tail Risk through the Lens of Big Data Quantile Regressions. (2023). Huber, Florian ; Pruser, Jan. In: Papers. RePEc:arx:papers:2301.13604.

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2023On Using The Two-Way Cluster-Robust Standard Errors. (2023). Sasaki, Yuya ; Chiang, Harold D. In: Papers. RePEc:arx:papers:2301.13775.

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2023Inference in Non-stationary High-Dimensional VARs. (2023). Smeekes, Stephan ; Margaritella, Luca. In: Papers. RePEc:arx:papers:2302.01434.

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2023Agreed and Disagreed Uncertainty. (2023). Zanetti, Francesco ; Tsoukalas, John ; Gambetti, Luca. In: Papers. RePEc:arx:papers:2302.01621.

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2023Estimating Time-Varying Networks for High-Dimensional Time Series. (2023). Linton, Oliver ; Chen, Jia. In: Papers. RePEc:arx:papers:2302.02476.

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2023Adaptive local VAR for dynamic economic policy uncertainty spillover. (2023). Okhrin, Ostap ; Gillmann, Niels. In: Papers. RePEc:arx:papers:2302.02808.

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2023Out of Sample Predictability in Predictive Regressions with Many Predictor Candidates. (2023). Pitarakis, Jean-Yves ; Gonzalo, Jesus. In: Papers. RePEc:arx:papers:2302.02866.

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2023High-Dimensional Conditionally Gaussian State Space Models with Missing Data. (2023). Zhu, Dan ; Poon, Aubrey. In: Papers. RePEc:arx:papers:2302.03172.

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2023Clustered Covariate Regression. (2023). Tsyawo, Emmanuel ; Soale, Abdul-Nasah. In: Papers. RePEc:arx:papers:2302.09255.

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2023Combining search strategies to improve performance in the calibration of economic ABMs. (2023). Delli Gatti, Domenico ; Chanda, Debmallya ; Favorito, Marco ; Glielmo, Aldo. In: Papers. RePEc:arx:papers:2302.11835.

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2023A Comparative Analysis of Forecasting Models Using Moroccan Economic Data: The Factor-Augmented Error Correction Model in Perspective. (2023). Marouane, Daoui. In: Papers. RePEc:arx:papers:2302.14180.

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2023Constructing High Frequency Economic Indicators by Imputation. (2023). Scanlan, Susannah ; Ng, Serena. In: Papers. RePEc:arx:papers:2303.01863.

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2023Distributional Vector Autoregression: Eliciting Macro and Financial Dependence. (2023). Oka, Tatsushi ; Zhu, Dan ; Wang, Yunyun. In: Papers. RePEc:arx:papers:2303.04994.

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2023The Effects of the Pandemic on Market Power and Profitability. (2023). Ramirez-Cuellar, Jaime ; Espinosa-Torres, Juan Andres. In: Papers. RePEc:arx:papers:2303.08765.

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2023Inference of Grouped Time-Varying Network Vector Autoregression Models. (2023). Wu, Wei Biao ; Tang, Songqiao ; Peng, Bin ; Li, Degui. In: Papers. RePEc:arx:papers:2303.10117.

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2023Financial Structure, Firm Size and Financial Growth of Non-Financial Firms Listed at the Nairobi Securities Exchange. (2023). Wepukhulu, Joshua Matanda ; Oluoch, Oluoch ; Shikumo, David Haritone. In: Papers. RePEc:arx:papers:2303.10910.

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2023Quasi Maximum Likelihood Estimation of High-Dimensional Factor Models. (2023). Barigozzi, Matteo. In: Papers. RePEc:arx:papers:2303.11777.

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2023A Unified Framework for Fast Large-Scale Portfolio Optimization. (2023). Safikhani, Abolfazl ; Polak, Pawel ; Shah, Ronakdilip ; Deng, Weichuan. In: Papers. RePEc:arx:papers:2303.12751.

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2023sparseDFM: An R Package to Estimate Dynamic Factor Models with Sparse Loadings. (2023). Gibberd, Alex ; Chan, Tak-Shing ; Mosley, Luke. In: Papers. RePEc:arx:papers:2303.14125.

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2023GDP nowcasting with artificial neural networks: How much does long-term memory matter?. (2023). Hadh, D'Aniel. In: Papers. RePEc:arx:papers:2304.05805.

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2023Coarsened Bayesian VARs -- Correcting BVARs for Incorrect Specification. (2023). Marcellino, Massimiliano ; Huber, Florian. In: Papers. RePEc:arx:papers:2304.07856.

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2023Estimation of Characteristics-based Quantile Factor Models. (2023). Gonzalo, Jesus ; Pan, Haozi ; Dolado, Juan Jose ; Chen, Liang. In: Papers. RePEc:arx:papers:2304.13206.

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2023Large Global Volatility Matrix Analysis Based on Structural Information. (2023). Kim, Donggyu ; Choi, Sung Hoon. In: Papers. RePEc:arx:papers:2305.01464.

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2023Does Principal Component Analysis Preserve the Sparsity in Sparse Weak Factor Models?. (2023). Zhang, Yonghui ; Wei, Jie. In: Papers. RePEc:arx:papers:2305.05934.

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2023Band-Pass Filtering with High-Dimensional Time Series. (2023). Proietti, Tommaso ; Lippi, Marco ; Giovannelli, Alessandro. In: Papers. RePEc:arx:papers:2305.06618.

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2023Monitoring multicountry macroeconomic risk. (2023). Korobilis, Dimitris ; Schroder, Maximilian. In: Papers. RePEc:arx:papers:2305.09563.

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2023Nowcasting with signature methods. (2023). Mantoan, Giulia ; Malpass, Will ; Lui, Silvia ; Cohen, Samuel N ; Yang, Lingyi ; Small, Emma ; Scott, Craig ; Reeves, Andrew ; Nesheim, Lars. In: Papers. RePEc:arx:papers:2305.10256.

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2023Fast and Order-invariant Inference in Bayesian VARs with Non-Parametric Shocks. (2023). Huber, Florian ; Koop, Gary. In: Papers. RePEc:arx:papers:2305.16827.

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2023A Simple Method for Predicting Covariance Matrices of Financial Returns. (2023). Boyd, Stephen ; Schmelzer, Thomas ; Pelger, Markus ; Ogut, Mehmet Giray ; Johansson, Kasper. In: Papers. RePEc:arx:papers:2305.19484.

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2023Individual Causal Inference Using Panel Data With Multiple Outcomes. (2023). Tian, Wei. In: Papers. RePEc:arx:papers:2306.01969.

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2023Latent Factor Analysis in Short Panels. (2023). Scaillet, Olivier ; Gagliardini, Patrick ; Fortin, Alain-Philippe. In: Papers. RePEc:arx:papers:2306.14004.

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2023High-Dimensional Canonical Correlation Analysis. (2023). Gorin, Vadim ; Bykhovskaya, Anna. In: Papers. RePEc:arx:papers:2306.16393.

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2023Adaptive Principal Component Regression with Applications to Panel Data. (2023). Wu, Zhiwei Steven ; Whitehouse, Justin ; Harris, Keegan ; Agarwal, Anish. In: Papers. RePEc:arx:papers:2307.01357.

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2023Noise reduction for functional time series. (2023). Wouters, Bram ; Diks, Cees. In: Papers. RePEc:arx:papers:2307.02154.

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2023Robust Impulse Responses using External Instruments: the Role of Information. (2023). Mazzali, Marco ; Franconi, Alessandro ; Brignone, Davide. In: Papers. RePEc:arx:papers:2307.06145.

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2023Supervised Dynamic PCA: Linear Dynamic Forecasting with Many Predictors. (2023). Tsay, Ruey S ; Gao, Zhaoxing. In: Papers. RePEc:arx:papers:2307.07689.

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2023Asymptotic equivalence of Principal Component and Quasi Maximum Likelihood estimators in Large Approximate Factor Models. (2023). Barigozzi, Matteo. In: Papers. RePEc:arx:papers:2307.09864.

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2023Reconciling the Theory of Factor Sequences. (2023). Deistler, Manfred ; Rust, Christoph ; Gersing, Philipp. In: Papers. RePEc:arx:papers:2307.10067.

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2023Latent Gaussian dynamic factor modeling and forecasting for multivariate count time series. (2023). Pipiras, Vladas ; Fisher, Zachary F ; Kim, Younghoon. In: Papers. RePEc:arx:papers:2307.10454.

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2023Identification Robust Inference for the Risk Premium in Term Structure Models. (2023). Kong, Lingwei ; Kleibergen, Frank. In: Papers. RePEc:arx:papers:2307.12628.

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2023Weak (Proxy) Factors Robust Hansen-Jagannathan Distance For Linear Asset Pricing Models. (2023). Kong, Lingwei. In: Papers. RePEc:arx:papers:2307.14499.

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2023Panel Data Models with Time-Varying Latent Group Structures. (2023). Su, Liangjun ; Phillips, Peter ; Wang, Yiren. In: Papers. RePEc:arx:papers:2307.15863.

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2023Inference for Low-rank Completion without Sample Splitting with Application to Treatment Effect Estimation. (2023). Liao, Yuan ; Kwon, Hyukjun ; Choi, Jungjun. In: Papers. RePEc:arx:papers:2307.16370.

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2023Matrix Completion When Missing Is Not at Random and Its Applications in Causal Panel Data Models. (2023). Yuan, Ming ; Choi, Jungjun. In: Papers. RePEc:arx:papers:2308.02364.

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2023Composite Quantile Factor Models. (2023). Huang, Xiao. In: Papers. RePEc:arx:papers:2308.02450.

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2023Characterizing Correlation Matrices that Admit a Clustered Factor Representation. (2023). Hansen, Peter Reinhard ; Tong, Chen. In: Papers. RePEc:arx:papers:2308.05895.

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2023Linear Regression with Weak Exogeneity. (2023). Solvsten, Mikkel ; Mikusheva, Anna. In: Papers. RePEc:arx:papers:2308.08958.

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2023Forecasting inflation using disaggregates and machine learning. (2023). Medeiros, Marcelo C ; Boaretto, Gilberto. In: Papers. RePEc:arx:papers:2308.11173.

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2023Target PCA: Transfer Learning Large Dimensional Panel Data. (2023). Xiong, Ruoxuan ; Pelger, Markus ; Duan, Junting. In: Papers. RePEc:arx:papers:2308.15627.

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2023High Dimensional Time Series Regression Models: Applications to Statistical Learning Methods. (2023). Katsouris, Christis. In: Papers. RePEc:arx:papers:2308.16192.

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2023Common Firm-level Investor Fears: Evidence from Equity Options. (2023). Baruník, Jozef ; Ellington, Michael ; Bevilacqua, Mattia. In: Papers. RePEc:arx:papers:2309.03968.

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2023Non-linear dimension reduction in factor-augmented vector autoregressions. (2023). Klieber, Karin. In: Papers. RePEc:arx:papers:2309.04821.

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2023New News is Bad News. (2023). Qin, Jimmy ; Mamaysky, Harry ; Glasserman, Paul. In: Papers. RePEc:arx:papers:2309.05560.

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2023Optimal Estimation under a Semiparametric Density Ratio Model. (2023). Chen, Jiahua ; Zhang, Archer Gong. In: Papers. RePEc:arx:papers:2309.09103.

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2023Estimation and Testing of Forecast Rationality with Many Moments. (2023). Wang, Tao ; Lee, Tae-Hwy. In: Papers. RePEc:arx:papers:2309.09481.

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2023What To Do (and Not to Do) with Causal Panel Analysis under Parallel Trends: Lessons from A Large Reanalysis Study. (2023). Xu, Yiqing ; Liu, Ziyi ; Lan, Xingchen ; Chiu, Albert. In: Papers. RePEc:arx:papers:2309.15983.

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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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article1202
2013Measuring Uncertainty.(2013) In: NBER Working Papers.
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This paper has nother version. Agregated cites: 1202
paper
2021Uncertainty and Business Cycles: Exogenous Impulse or Endogenous Response? In: American Economic Journal: Macroeconomics.
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article298
2015Uncertainty and Business Cycles: Exogenous Impulse or Endogenous Response?.(2015) In: NBER Working Papers.
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This paper has nother version. Agregated cites: 298
paper
2021COVID-19 and the Costs of Deadly Disasters In: AEA Papers and Proceedings.
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article5
2021Estimation and Inference by Stochastic Optimization: Three Examples In: AEA Papers and Proceedings.
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article1
2021Estimation and Inference by Stochastic Optimization: Three Examples.(2021) In: Papers.
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This paper has nother version. Agregated cites: 1
paper
2013Facts and Challenges from the Great Recession for Forecasting and Macroeconomic Modeling In: Journal of Economic Literature.
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article196
2013Facts and Challenges from the Great Recession for Forecasting and Macroeconomic Modeling.(2013) In: NBER Working Papers.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 196
paper
2020An Econometric Perspective on Algorithmic Subsampling In: Annual Review of Economics.
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article4
2020An Econometric Perspective on Algorithmic Subsampling.(2020) In: Papers.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 4
paper
2020An econometric perspective on algorithmic subsampling.(2020) In: CeMMAP working papers.
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paper
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