Serena Ng : Citation Profile

Columbia University

44

H index

75

i10 index

15951

Citations

RESEARCH PRODUCTION:

85

Articles

113

Papers

3

Chapters

RESEARCH ACTIVITY:

   34 years (1991 - 2025). See details.
   Cites by year: 469
   Journals where Serena Ng has often published
   Relations with other researchers
   Recent citing documents: 968.    Total self citations: 62 (0.39 %)

MORE DETAILS IN:
ABOUT THIS REPORT:

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   Updated: 2025-07-05    RAS profile: 2025-06-08    
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Relations with other researchers

Works with:

Bai, Jushan (7)

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 (335)

Marcellino, Massimiliano (205)

Barigozzi, Matteo (137)

Stevanovic, Dalibor (136)

Shahbaz, Muhammad (133)

Hallin, Marc (124)

Forni, Mario (113)

Westerlund, Joakim (110)

Asongu, Simplice (108)

Lippi, Marco (103)

Pesaran, Mohammad (100)

Cites to:

Bai, Jushan (89)

Watson, Mark (79)

Reichlin, Lucrezia (69)

Stock, James (57)

Forni, Mario (50)

Lippi, Marco (48)

Perron, Pierre (41)

Hallin, Marc (38)

Pesaran, Mohammad (37)

Phillips, Peter (37)

Giannone, Domenico (31)

Main data

Where Serena Ng has published?

Journals with more than one article published# docs
Journal of Econometrics16
Journal of Business & Economic Statistics8
Econometrica5
Journal of Business & Economic Statistics5
Econometric Theory5
The Review of Economics and Statistics5
Journal of Applied Econometrics3
Econometric Reviews2
Journal of Economic Dynamics and Control2
AEA Papers and Proceedings2
Journal of Monetary Economics2
Econometrics Journal2
Annals of Economics and Finance2

Working Papers Series with more than one paper published# docs
NBER Working Papers / National Bureau of Economic Research, Inc21
Boston College Working Papers in Economics / Boston College Department of Economics18
Papers / arXiv.org17
Economics Working Paper Archive / The Johns Hopkins University,Department of Economics4
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
Econometrics / University Library of Munich, Germany2

Recent works citing Serena Ng (2025 and 2024)

YearTitle of citing document
2025Asymmetric Roles of Macroeconomic Variables in the Real Exchange Rate: Insights from U.S.-Korea Data. (2025). Kim, Hyeongwoo ; Behera, Sarthak. In: Auburn Economics Working Paper Series. RePEc:abn:wpaper:auwp2025-01.

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2024The Ends of 27 Big Depressions. (2024). O'Rourke, Kevin ; Lee, Sang Seok ; Ellison, Martin. In: American Economic Review. RePEc:aea:aecrev:v:114:y:2024:i:1:p:134-68.

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2024A Simple Explanation of Countercyclical Uncertainty. (2024). Throckmorton, Nathaniel ; Richter, Alexander ; Plante, Michael ; Bernstein, Joshua. In: American Economic Journal: Macroeconomics. RePEc:aea:aejmac:v:16:y:2024:i:4:p:143-71.

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2024The role of governance and infrastructure in moderating the effect of resource rents on economic growth. (2024). Diop, Samba ; Asongu, Simplice ; Emeka, Ekene Thankgod ; Ogbonna, Amarachi O. In: Working Papers of the African Governance and Development Institute.. RePEc:agd:wpaper:24/027.

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2024Causes of the Sharp Decline in Migration to Major Metropolitan Areas in the 1970s. (2024). Hoshina, Hiroki ; Ikeda, Shinsuke ; Hatta, Tatsuo. In: AGI Working Paper Series. RePEc:agi:wpaper:02000145.

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2024What drives the European carbon market? Macroeconomic factors and forecasts. (2024). Rossini, Luca ; Bastianin, Andrea ; Qin, Yan ; Mirto, Elisabetta. In: FEEM Working Papers. RePEc:ags:feemwp:339740.

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2025Business Sentiment of Japanese Companies and Wages in Thailand. (2025). Sakurai, Hiroaki. In: Asian Journal of Applied Economics. RePEc:ags:thkase:356820.

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2024Critical Raw Materials Index - CRMI. (2024). Hasse, Jean-Baptiste ; Nobletz, Capucine. In: AMSE Working Papers. RePEc:aim:wpaimx:2428.

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2024The role of CDS spreads in explaining bond recovery rates. (2024). Barbagli, Matteo ; Franois, Pascal ; Gauthier, Genevieve ; Vrins, Frederic. In: LIDAM Discussion Papers LFIN. RePEc:ajf:louvlf:2024002.

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2024From Buzz to Bust: How Fake News Shapes the Business Cycle. (2024). Huber, Stefanie ; Fève, Patrick ; Assenza, Tiziana ; Feve, Patrick ; Collard, Fabrice. In: ECONtribute Discussion Papers Series. RePEc:ajk:ajkdps:287.

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2025Distributional Dynamics. (2025). Kuhn, Moritz ; Bayer, Christian ; Calderon, Luis. In: ECONtribute Discussion Papers Series. RePEc:ajk:ajkdps:351.

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2024Time-varying parameters error correction model for real ruble exchange rate and oil prices: What has changed due to capital control and sanctions?. (2024). Fokin, Nikita ; Malikova, Ekaterina V ; Polbin, Andrey V. In: Russian Journal of Economics. RePEc:arh:jrujec:v:10:y:2024:i:1:p:20-33.

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2024Sophisticated and small versus simple and sizeable: When does it pay off to introduce drifting coefficients in Bayesian VARs?. (2024). Kastner, Gregor ; Huber, Florian ; Feldkircher, Martin. In: Papers. RePEc:arx:papers:1711.00564.

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2025Nuclear Norm Regularized Estimation of Panel Regression Models. (2025). Weidner, Martin ; Moon, Hyungsik. In: Papers. RePEc:arx:papers:1810.10987.

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2024Quasi Maximum Likelihood Estimation and Inference of Large Approximate Dynamic Factor Models via the EM algorithm. (2024). Luciani, Matteo ; Barigozzi, Matteo. In: Papers. RePEc:arx:papers:1910.03821.

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2024Measuring the Time-Varying Market Efficiency in the Prewar and Wartime Japanese Stock Market, 1924-1943. (2024). Noda, Akihiko. In: Papers. RePEc:arx:papers:1911.04059.

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2024Tensor Factor Model Estimation by Iterative Projection. (2024). Han, Yuefeng ; Chen, Rong ; Yang, Dan ; Zhang, Cun-Hui. In: Papers. RePEc:arx:papers:2006.02611.

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2024The Spectral Approach to Linear Rational Expectations Models. (2024). Al-Sadoon, Majid. In: Papers. RePEc:arx:papers:2007.13804.

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2024To Bag is to Prune. (2024). Goulet Coulombe, Philippe. In: Papers. RePEc:arx:papers:2008.07063.

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2024Time-Varying Parameters as Ridge Regressions. (2024). Goulet Coulombe, Philippe. In: Papers. RePEc:arx:papers:2009.00401.

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2024Consistent Specification Test of the Quantile Autoregression. (2024). Phella, Anthoulla. In: Papers. RePEc:arx:papers:2010.03898.

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2024Theory of Low Frequency Contamination from Nonstationarity and Misspecification: Consequences for HAR Inference. (2024). Perron, Pierre ; Deng, Taosong ; Casini, Alessandro. In: Papers. RePEc:arx:papers:2103.01604.

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2024Theory of Evolutionary Spectra for Heteroskedasticity and Autocorrelation Robust Inference in Possibly Misspecified and Nonstationary Models. (2024). Casini, Alessandro. In: Papers. RePEc:arx:papers:2103.02981.

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2025Uniform Inference on High-dimensional Spatial Panel Networks. (2025). Chernozhukov, Victor ; Wang, Weining ; Huang, Chen. In: Papers. RePEc:arx:papers:2105.07424.

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2024Hamiltonian Monte Carlo for Regression with High-Dimensional Categorical Data. (2024). Sacher, Szymon ; Hansen, Stephen ; Battaglia, Laura. In: Papers. RePEc:arx:papers:2107.08112.

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2024CP Factor Model for Dynamic Tensors. (2024). Han, Yuefeng ; Chen, Rong ; Zhang, Cun-Hui. In: Papers. RePEc:arx:papers:2110.15517.

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2025Semiparametric Conditional Factor Models in Asset Pricing. (2025). Roussanov, Nikolai ; Wang, Xiaoliang ; Chen, Qihui. In: Papers. RePEc:arx:papers:2112.07121.

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2025Approximate Factor Models for Functional Time Series. (2025). Otto, Sven ; Salish, Nazarii. In: Papers. RePEc:arx:papers:2201.02532.

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2025A projection based approach for interactive fixed effects panel data models. (2025). Wang, Weining ; Rodriguez-Poo, Juan M ; Keilbar, Georg ; Soberon, Alexandra. In: Papers. RePEc:arx:papers:2201.11482.

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2024A Neural Phillips Curve and a Deep Output Gap. (2024). Goulet Coulombe, Philippe. In: Papers. RePEc:arx:papers:2202.04146.

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2024A Heteroskedasticity-Robust Overidentifying Restriction Test with High-Dimensional Covariates. (2024). Mei, Ziwei ; Guo, Zijian ; Fan, Qingliang. In: Papers. RePEc:arx:papers:2205.00171.

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2025Forecasting macroeconomic data with Bayesian VARs: Sparse or dense? It depends!. (2025). Kastner, Gregor ; Gruber, Luis. In: Papers. RePEc:arx:papers:2206.04902.

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2025Factor Network Autoregressions. (2025). Moramarco, Graziano ; Cavaliere, Giuseppe ; Barigozzi, Matteo. In: Papers. RePEc:arx:papers:2208.02925.

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2024Quantile Random-Coefficient Regression with Interactive Fixed Effects: Heterogeneous Group-Level Policy Evaluation. (2024). Whang, Yoon-Jae ; Oka, Tatsushi ; GAO, Jiti ; Xu, Ruofan. In: Papers. RePEc:arx:papers:2208.03632.

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2024Matrix Quantile Factor Model. (2024). Liu, Yong-Xin ; Kong, Xin-Bing ; Zhao, Peng ; Yu, Long. In: Papers. RePEc:arx:papers:2208.08693.

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2024Common Idiosyncratic Quantile Risk. (2024). Baruník, Jozef ; Nevrla, Matej ; Barunik, Jozef. In: Papers. RePEc:arx:papers:2208.14267.

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2024Local Projection Inference in High Dimensions. (2024). Wilms, Ines ; Smeekes, Stephan ; Adamek, Robert. In: Papers. RePEc:arx:papers:2209.03218.

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2024The boosted HP filter is more general than you might think. (2024). Shi, Zhentao ; Phillips, Peter ; Mei, Ziwei. In: Papers. RePEc:arx:papers:2209.09810.

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2025Linear Multidimensional Regression with Interactive Fixed-Effects. (2025). Freeman, Hugo. In: Papers. RePEc:arx:papers:2209.11691.

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2024Modelling Large Dimensional Datasets with Markov Switching Factor Models. (2024). Barigozzi, Matteo ; Massacci, Daniele. In: Papers. RePEc:arx:papers:2210.09828.

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2024Reservoir Computing for Macroeconomic Forecasting with Mixed Frequency Data. (2024). van Huellen, Sophie ; Dellaportas, Petros ; Hirt, Marcel ; Grigoryeva, Lyudmila ; Ortega, Juan-Pablo ; Ballarin, Giovanni. In: Papers. RePEc:arx:papers:2211.00363.

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2024Bayesian Neural Networks for Macroeconomic Analysis. (2024). Marcellino, Massimiliano ; Huber, Florian ; Hauzenberger, Niko ; Klieber, Karin. In: Papers. RePEc:arx:papers:2211.04752.

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2025Cross-Sectional Dynamics Under Network Structure: Theory and Macroeconomic Applications. (2025). Mlikota, Marko. In: Papers. RePEc:arx:papers:2211.13610.

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2024On LASSO for High Dimensional Predictive Regression. (2024). Mei, Ziwei ; Shi, Zhentao. In: Papers. RePEc:arx:papers:2212.07052.

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2024Probabilistic Quantile Factor Analysis. (2024). Korobilis, Dimitris ; Schroder, Maximilian. In: Papers. RePEc:arx:papers:2212.10301.

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2024Clustered Covariate Regression. (2024). Tsyawo, Emmanuel ; Soale, Abdul-Nasah. In: Papers. RePEc:arx:papers:2302.09255.

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2024Estimation of Grouped Time-Varying Network Vector Autoregression Models. (2024). Li, Degui ; Wu, Wei Biao ; Tang, Songqiao ; Peng, Bin. In: Papers. RePEc:arx:papers:2303.10117.

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2024Quasi Maximum Likelihood Estimation of High-Dimensional Factor Models: A Critical Review. (2024). Barigozzi, Matteo. In: Papers. RePEc:arx:papers:2303.11777.

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2025GDP nowcasting with artificial neural networks: How much does long-term memory matter?. (2025). , Krist'Of ; Hadh, D'Aniel. In: Papers. RePEc:arx:papers:2304.05805.

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2024Large Global Volatility Matrix Analysis Based on Observation Structural Information. (2024). Kim, Donggyu ; Choi, Sung Hoon. In: Papers. RePEc:arx:papers:2305.01464.

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2024Does Principal Component Analysis Preserve the Sparsity in Sparse Weak Factor Models?. (2024). Zhang, Yonghui ; Wei, Jie. In: Papers. RePEc:arx:papers:2305.05934.

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2024Latent Factor Analysis in Short Panels. (2024). Scaillet, Olivier ; Gagliardini, Patrick ; Fortin, Alain-Philippe. In: Papers. RePEc:arx:papers:2306.14004.

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2025High-Dimensional Canonical Correlation Analysis. (2025). Gorin, Vadim ; Bykhovskaya, Anna. In: Papers. RePEc:arx:papers:2306.16393.

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2024Adaptive Principal Component Regression with Applications to Panel Data. (2024). Wu, Zhiwei Steven ; Harris, Keegan ; Whitehouse, Justin ; Agarwal, Anish. In: Papers. RePEc:arx:papers:2307.01357.

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2024Asymptotic equivalence of Principal Components and Quasi Maximum Likelihood estimators in Large Approximate Factor Models. (2024). Barigozzi, Matteo. In: Papers. RePEc:arx:papers:2307.09864.

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2025The Canonical Decomposition of Factor Models: Weak Factors are Everywhere. (2025). Barigozzi, Matteo ; Gersing, Philipp ; Deistler, Manfred ; Rust, Christoph. In: Papers. RePEc:arx:papers:2307.10067.

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2025Latent Gaussian dynamic factor modeling and forecasting for multivariate count time series. (2025). Fisher, Zachary F ; Kim, Younghoon ; Pipiras, Vladas. In: Papers. RePEc:arx:papers:2307.10454.

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2024Composite Quantile Factor Model. (2024). Huang, Xiao. In: Papers. RePEc:arx:papers:2308.02450.

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2024Linear Regression with Weak Exogeneity. (2024). Sølvsten, Mikkel ; Solvsten, Mikkel ; Mikusheva, Anna. In: Papers. RePEc:arx:papers:2308.08958.

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2025Causal Panel Analysis under Parallel Trends: Lessons from A Large Reanalysis Study. (2025). Liu, Ziyi ; Xu, Yiqing ; Lan, Xingchen ; Chiu, Albert. In: Papers. RePEc:arx:papers:2309.15983.

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2024Real-time Prediction of the Great Recession and the Covid-19 Recession. (2024). Chung, Seulki. In: Papers. RePEc:arx:papers:2310.08536.

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2024Dynamic Factor Models: a Genealogy. (2024). Hallin, Marc ; Barigozzi, Matteo. In: Papers. RePEc:arx:papers:2310.17278.

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2024Inside the black box: Neural network-based real-time prediction of US recessions. (2024). Chung, Seulki. In: Papers. RePEc:arx:papers:2310.17571.

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2024Estimation and Inference for a Class of Generalized Hierarchical Models. (2024). GAO, Jiti ; Yan, Yayi ; Dong, Chaohua ; Peng, Bin. In: Papers. RePEc:arx:papers:2311.02789.

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2024Causal Models for Longitudinal and Panel Data: A Survey. (2024). Imbens, Guido ; Arkhangelsky, Dmitry. In: Papers. RePEc:arx:papers:2311.15458.

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2024From Reactive to Proactive Volatility Modeling with Hemisphere Neural Networks. (2024). Goulet Coulombe, Philippe ; Frenette, Mikael ; Klieber, Karin. In: Papers. RePEc:arx:papers:2311.16333.

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2024Inference for Low-rank Models without Estimating the Rank. (2024). Liao, Yuan ; Choi, Jungjun ; Kwon, Hyukjun. In: Papers. RePEc:arx:papers:2311.16440.

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2024Inference on common trends in functional time series. (2024). Seong, Dakyung ; Nielsen, Morten. In: Papers. RePEc:arx:papers:2312.00590.

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2024Structural Analysis of Vector Autoregressive Models. (2024). Katsouris, Christis. In: Papers. RePEc:arx:papers:2312.06402.

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2024Estimating Counterfactual Matrix Means with Short Panel Data. (2024). Lei, Lihua ; Ross, Brad. In: Papers. RePEc:arx:papers:2312.07520.

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2024Robust Inference for Multiple Predictive Regressions with an Application on Bond Risk Premia. (2024). Li, Xinjue ; Liao, Xiaosai ; Fan, Qingliang. In: Papers. RePEc:arx:papers:2401.01064.

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2024Counterfactuals in factor models. (2024). Beyhum, Jad. In: Papers. RePEc:arx:papers:2401.03293.

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2024Markowitz Portfolio Construction at Seventy. (2024). Schmelzer, Thomas ; Boyd, Stephen ; Kahn, Ronald ; Schiele, Philipp ; Johansson, Kasper. In: Papers. RePEc:arx:papers:2401.05080.

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2024Covariance Function Estimation for High-Dimensional Functional Time Series with Dual Factor Structures. (2024). Li, Degui ; Xia, Yingcun ; Shang, Han Lin ; Leng, Chenlei. In: Papers. RePEc:arx:papers:2401.05784.

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2024Arellano-Bond LASSO Estimator for Dynamic Linear Panel Models. (2024). Chernozhukov, Victor ; Wang, Weining ; Fern, Iv'An ; Huang, Chen. In: Papers. RePEc:arx:papers:2402.00584.

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2025Decomposing Global Bank Network Connectedness: What is Common, Idiosyncratic and When?. (2025). Margaritella, Luca ; Krampe, Jonas. In: Papers. RePEc:arx:papers:2402.02482.

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2024What drives the European carbon market? Macroeconomic factors and forecasts. (2024). Rossini, Luca ; Bastianin, Andrea ; Qin, Yan ; Mirto, Elisabetta. In: Papers. RePEc:arx:papers:2402.04828.

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2024High Dimensional Factor Analysis with Weak Factors. (2024). Yuan, Ming ; Choi, Jungjun. In: Papers. RePEc:arx:papers:2402.05789.

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2024Doubly Robust Inference in Causal Latent Factor Models. (2024). Abadie, Alberto ; Dwivedi, Raaz ; Agarwal, Anish ; Shah, Abhin. In: Papers. RePEc:arx:papers:2402.11652.

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2025Inference for Regression with Variables Generated by AI or Machine Learning. (2024). Sacher, Szymon ; Hansen, Stephen ; Christensen, Timothy ; Battaglia, Laura. In: Papers. RePEc:arx:papers:2402.15585.

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2024Information-Enriched Selection of Stationary and Non-Stationary Autoregressions using the Adaptive Lasso. (2024). Reinschlussel, Thilo ; Arnold, Martin C. In: Papers. RePEc:arx:papers:2402.16580.

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2025Matrix-based Prediction Approach for Intraday Instantaneous Volatility Vector. (2024). Kim, Donggyu ; Choi, Sung Hoon. In: Papers. RePEc:arx:papers:2403.02591.

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2025Robust SGLD algorithm for solving non-convex distributionally robust optimisation problems. (2025). Zhang, Ying ; Neufeld, Ariel. In: Papers. RePEc:arx:papers:2403.09532.

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2024Inflation Target at Risk: A Time-varying Parameter Distributional Regression. (2024). Oka, Tatsushi ; Wang, Yunyun ; Zhu, Dan. In: Papers. RePEc:arx:papers:2403.12456.

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2024Bayesian Bi-level Sparse Group Regressions for Macroeconomic Density Forecasting. (2024). Mogliani, Matteo ; Simoni, Anna. In: Papers. RePEc:arx:papers:2404.02671.

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2024Sequential monitoring for explosive volatility regimes. (2024). Wang, Shixuan ; Horvath, Lajos ; Trapani, Lorenzo. In: Papers. RePEc:arx:papers:2404.17885.

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2024Quantitative Tools for Time Series Analysis in Natural Language Processing: A Practitioners Guide. (2024). Schmal, Wolfgang. In: Papers. RePEc:arx:papers:2404.18499.

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2024Optimal Bias-Correction and Valid Inference in High-Dimensional Ridge Regression: A Closed-Form Solution. (2024). Gao, Zhaoxing. In: Papers. RePEc:arx:papers:2405.00424.

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2025Kernel Three Pass Regression Filter. (2025). Jat, Rajveer ; Padha, Daanish. In: Papers. RePEc:arx:papers:2405.07292.

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2024Latent group structure in linear panel data models with endogenous regressors. (2024). Okui, Ryo ; Choi, Junho. In: Papers. RePEc:arx:papers:2405.08687.

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2024Comparing predictive ability in presence of instability over a very short time. (2024). Rossini, Luca ; Iacone, Fabrizio ; Viselli, Andrea. In: Papers. RePEc:arx:papers:2405.11954.

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2024Estimating the Impact of Social Distance Policy in Mitigating COVID-19 Spread with Factor-Based Imputation Approach. (2024). Liang, Ying ; Ye, Yanyi ; Huang, Difang ; Wu, Boyao. In: Papers. RePEc:arx:papers:2405.12180.

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2024Generating density nowcasts for U.S. GDP growth with deep learning: Bayes by Backprop and Monte Carlo dropout. (2024). , Krist'Of ; Hadh, D'Aniel. In: Papers. RePEc:arx:papers:2405.15579.

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2025A Robust Residual-Based Test for Structural Changes in Factor Models. (2025). Su, Liangjun ; Yan, Yayi ; Peng, Bin. In: Papers. RePEc:arx:papers:2406.00941.

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2024Identification of structural shocks in Bayesian VEC models with two-state Markov-switching heteroskedasticity. (2024). Kwiatkowski, Lukasz ; Wr, Justyna. In: Papers. RePEc:arx:papers:2406.03053.

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2024Heterogeneous Treatment Effects in Panel Data. (2024). Levi, Retsef ; Perakis, Georgia ; Zhang, Emily ; Paulson, Elisabeth. In: Papers. RePEc:arx:papers:2406.05633.

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2024Temperature in the Iberian Peninsula: Trend, seasonality, and heterogeneity. (2024). Ruiz, Esther ; Rodriguez Caballero, Carlos. In: Papers. RePEc:arx:papers:2406.14145.

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2024Vector AutoRegressive Moving Average Models: A Review. (2024). Wilms, Ines ; Tsay, Ruey S ; Duker, Marie-Christine ; Matteson, David S. In: Papers. RePEc:arx:papers:2406.19702.

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2025Macroeconomic Forecasting with Large Language Models. (2025). Shekhar, Shubhranshu ; Carriero, Andrea ; Pettenuzzo, Davide. In: Papers. RePEc:arx:papers:2407.00890.

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2024When can weak latent factors be statistically inferred?. (2024). Fan, Jianqing ; Yan, Yuling ; Zheng, Yuheng. In: Papers. RePEc:arx:papers:2407.03616.

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2024Dynamic Matrix Factor Models for High Dimensional Time Series. (2024). Han, Yuefeng ; Yu, Ruofan ; Chen, Rong ; Xiao, Han. In: Papers. RePEc:arx:papers:2407.05624.

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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.
[Full Text][Citation analysis]		article1450
2013Measuring Uncertainty.(2013) In: NBER Working Papers.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 1450		paper
2021Uncertainty and Business Cycles: Exogenous Impulse or Endogenous Response? In: American Economic Journal: Macroeconomics.
[Full Text][Citation analysis]		article449
2015Uncertainty and Business Cycles: Exogenous Impulse or Endogenous Response?.(2015) In: NBER Working Papers.
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