Serena Ng - Publications

Affiliations: 
Economics Columbia University, New York, NY 

64 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Munro EM, Ng S. Latent Dirichlet Analysis of Categorical Survey Expectations National Bureau of Economic Research. DOI: 10.3386/W27182  0.443
2020 Ludvigson SC, Ma S, Ng S. Covid19 and the Macroeconomic Effects of Costly Disasters National Bureau of Economic Research. DOI: 10.3386/W26987  0.329
2020 McCracken MW, Ng S. FRED-QD: A Quarterly Database for Macroeconomic Research National Bureau of Economic Research. DOI: 10.20955/Wp.2020.005  0.332
2020 Lee S(, Ng S. An econometric perspective on algorithmic subsampling Annual Review of Economics. 12: 45-80. DOI: 10.1920/Wp.Cem.2020.1820  0.393
2020 Munro E, Ng S. Latent Dirichlet Analysis of Categorical Survey Responses Journal of Business & Economic Statistics. 1-16. DOI: 10.1080/07350015.2020.1802285  0.421
2020 Yousuf K, Ng S. Boosting High Dimensional Predictive Regressions with Time Varying Parameters Journal of Econometrics. DOI: 10.1016/J.Jeconom.2020.08.003  0.42
2019 Guha R, Ng S. A Machine Learning Analysis of Seasonal and Cyclical Sales in Weekly Scanner Data National Bureau of Economic Research. DOI: 10.3386/W25899  0.324
2019 Bai J, Ng S. Rank regularized estimation of approximate factor models Journal of Econometrics. 212: 78-96. DOI: 10.1016/J.Jeconom.2019.04.021  0.449
2018 Forneron J, Ng S. The ABC of simulation estimation with auxiliary statistics Journal of Econometrics. 205: 112-139. DOI: 10.1016/J.Jeconom.2018.03.007  0.453
2017 Ludvigson SC, Ma S, Ng S. Shock Restricted Structural Vector-Autoregressions National Bureau of Economic Research. DOI: 10.3386/W23225  0.356
2017 Ng S. Opportunities and Challenges: Lessons from Analyzing Terabytes of Scanner Data National Bureau of Economic Research. DOI: 10.2139/Ssrn.2864302  0.34
2017 Gorodnichenko Y, Ng S. Level and volatility factors in macroeconomic data Journal of Monetary Economics. 91: 52-68. DOI: 10.1016/J.Jmoneco.2017.09.004  0.427
2017 Gospodinov N, Komunjer I, Ng S. Simulated minimum distance estimation of dynamic models with errors-in-variables Journal of Econometrics. 200: 181-193. DOI: 10.1016/J.Jeconom.2017.06.004  0.462
2016 McCracken MW, Ng S. FRED-MD: A Monthly Database for Macroeconomic Research Journal of Business and Economic Statistics. 34: 574-589. DOI: 10.1080/07350015.2015.1086655  0.353
2015 Ng S. Constructing Common Factors from Continuous and Categorical Data Econometric Reviews. 34: 1141-1171. DOI: 10.1080/07474938.2014.956625  0.428
2015 Gospodinov N, Ng S. Minimum Distance Estimation of Possibly Noninvertible Moving Average Models Journal of Business & Economic Statistics. 33: 403-417. DOI: 10.1080/07350015.2014.955175  0.477
2014 Komunjer I, Ng S. Measurement errors in dynamic models Econometric Theory. 30: 150-175. DOI: 10.1017/S0266466613000157  0.374
2013 Moench E, Ng S, Potter S. Dynamic Hierarchical Factor Models The Review of Economics and Statistics. 95: 1811-1817. DOI: 10.2139/Ssrn.1523787  0.411
2013 Ng S, Wright JH. Facts and challenges from the great recession for forecasting and macroeconomic modeling Journal of Economic Literature. 51: 1121-1154. DOI: 10.1257/Jel.51.4.1120  0.346
2013 Gospodinov N, Ng S. Commodity Prices, Convenience Yields, and Inflation The Review of Economics and Statistics. 95: 206-219. DOI: 10.1162/Rest_A_00242  0.351
2013 Bai J, Ng S. Principal components estimation and identification of static factors Journal of Econometrics. 176: 18-29. DOI: 10.1016/J.Jeconom.2013.03.007  0.392
2012 Gorodnichenko Y, Mikusheva A, Ng S. Estimators for persistent and possibly nonstationary data with classical properties Econometric Theory. 28: 1003-1036. DOI: 10.1017/S0266466612000035  0.443
2011 Komunjer I, Ng S. Dynamic identification of dynamic stochastic general equilibrium models Econometrica. 79: 1995-2032. DOI: 10.3982/Ecta8916  0.33
2011 Moench E, Ng S. A hierarchical factor analysis of U.S. housing market dynamics Econometrics Journal. 14: 1-24. DOI: 10.1111/J.1368-423X.2010.00319.X  0.384
2010 Gorodnichenko Y, Ng S. Estimation of DSGE models when the data are persistent Journal of Monetary Economics. 57: 325-340. DOI: 10.2139/Ssrn.1438367  0.477
2010 Bai J, Ng S. Instrumental Variable Estimation In A Data Rich Environment Econometric Theory. 26: 1577-1606. DOI: 10.1017/S0266466609990727  0.484
2010 Bai J, Ng S. Panel Unit Root Tests With Cross-Section Dependence: A Further Investigation Econometric Theory. 26: 1088-1114. DOI: 10.1017/S0266466609990478  0.412
2009 Ng S, Bai J. Selecting Instrumental Variables In A Data Rich Environment Journal of Time Series Econometrics. 1: 1-34. DOI: 10.2202/1941-1928.1014  0.401
2009 Ludvigson SC, Ng S. A Factor Analysis of Bond Risk Premia National Bureau of Economic Research. 313-371. DOI: 10.1201/B10440-13  0.412
2009 Ludvigson SC, Ng S. Macro factors in bond risk premia Review of Financial Studies. 22: 5027-5067. DOI: 10.1093/Rfs/Hhp081  0.352
2009 Bai J, Kao C, Ng S. Panel cointegration with global stochastic trends Journal of Econometrics. 149: 82-99. DOI: 10.1016/J.Jeconom.2008.10.012  0.493
2009 Bai J, Ng S. Boosting diffusion indices Journal of Applied Econometrics. 24: 607-629. DOI: 10.1002/Jae.1063  0.441
2008 Ng S. A simple test for nonstationarity in mixed panels Journal of Business and Economic Statistics. 26: 113-127. DOI: 10.1198/073500106000000675  0.42
2008 Bai J, Ng S. Forecasting economic time series using targeted predictors Journal of Econometrics. 146: 304-317. DOI: 10.1016/J.Jeconom.2008.08.010  0.39
2007 Bai J, Ng S. Determining the Number of Primitive Shocks in Factor Models Journal of Business & Economic Statistics. 25: 52-60. DOI: 10.1198/073500106000000413  0.415
2007 Ludvigson SC, Ng S. The empirical risk-return relation: A factor analysis approach Journal of Financial Economics. 83: 171-222. DOI: 10.1016/J.Jfineco.2005.12.002  0.385
2006 Ng S. Testing cross-section correlation in panel data using spacings Journal of Business and Economic Statistics. 24: 12-23. DOI: 10.1198/073500105000000171  0.341
2006 Bai J, Ng S. Confidence Intervals for Diffusion Index Forecasts and Inference for Factor-Augmented Regressions Econometrica. 74: 1133-1150. DOI: 10.1111/J.1468-0262.2006.00696.X  0.409
2006 Boivin J, Ng S. Are more data always better for factor analysis? Journal of Econometrics. 132: 169-194. DOI: 10.1016/J.Jeconom.2005.01.027  0.412
2006 Bai J, Ng S. Evaluating latent and observed factors in macroeconomics and finance Journal of Econometrics. 131: 507-537. DOI: 10.1016/J.Jeconom.2005.01.015  0.391
2005 Ludvigson SC, Ng S. Macro Factors in Bond Risk Premia National Bureau of Economic Research. DOI: 10.3386/W11703  0.379
2005 Bai J, Ng S. Tests for Skewness, Kurtosis, and Normality for Time Series Data Journal of Business & Economic Statistics. 23: 49-60. DOI: 10.1198/073500104000000271  0.369
2005 Lewbel A, Ng S. Demand systems with nonstationary prices Review of Economics and Statistics. 87: 479-494. DOI: 10.1162/0034653054638283  0.448
2005 Ng S, Perron P. A note on the selection of time series models Oxford Bulletin of Economics and Statistics. 67: 115-134. DOI: 10.1111/J.1468-0084.2005.00113.X  0.623
2004 Bai J, Ng S. A PANIC Attack on Unit Roots and Cointegration Econometrica. 72: 1127-1177. DOI: 10.2139/Ssrn.294808  0.449
2003 Ng S. Can sticky prices account for the variations and persistence in real exchange rates? Journal of International Money and Finance. 22: 65-85. DOI: 10.1016/S0261-5606(02)00051-7  0.341
2002 Bai J, Ng S. Determining the Number of Factors in Approximate Factor Models Econometrica. 70: 191-221. DOI: 10.1111/1468-0262.00273  0.417
2002 Ng S, Vogelsang TJ. Forecasting Autoregressive Time Series in the Presence of Deterministic Components Econometrics Journal. 5: 196-224. DOI: 10.1111/1368-423X.T01-1-00081  0.442
2002 Ng S, Vogelsang TJ. Analysis Of Vector Autoregressions In The Presence Of Shifts In Mean Econometric Reviews. 21: 353-381. DOI: 10.1081/Etc-120015788  0.3
2001 Ng S, Perron P. Lag length selection and the construction of unit root tests with good size and power Econometrica. 69: 1519-1554. DOI: 10.1111/1468-0262.00256  0.618
2001 Bai J, Ng S. A consistent test for conditional symmetry in time series models Journal of Econometrics. 103: 225-258. DOI: 10.1016/S0304-4076(01)00044-6  0.416
2000 Ng S, Ruge-Murcia FJ. Explaining the Persistence of Commodity Prices Computational Economics. 16: 149-171. DOI: 10.1023/A:1008713823410  0.355
2000 Michaelides A, Ng S. Estimating the rational expectations model of speculative storage: A Monte Carlo comparison of three simulation estimators Journal of Econometrics. 96: 231-266. DOI: 10.1016/S0304-4076(99)00058-5  0.467
1999 Lumsdaine RL, Ng S. Testing for ARCH in the presence of a possibly misspecified conditional mean Journal of Econometrics. 93: 257-279. DOI: 10.1016/S0304-4076(99)00011-1  0.366
1998 Ghysels E, Ng S. A Semiparametric Factor Model Of Interest Rates And Tests Of The Affine Term Structure The Review of Economics and Statistics. 80: 535-548. DOI: 10.1162/003465398557816  0.335
1998 Deaton A, Ng S. Parametric and Non-Parametric Approaches to Price and Tax Reform Journal of the American Statistical Association. 93: 900-909. DOI: 10.1080/01621459.1998.10473746  0.62
1998 Perron P, Ng S. An autoregressive spectral density estimator at frequency zero for nonstationarity tests Econometric Theory. 14: 560-603. DOI: 10.1017/S0266466698145024  0.621
1997 Ng S, Perron P. Estimation and inference in nearly unbalanced nearly cointegrated systems Journal of Econometrics. 79: 53-81. DOI: 10.1016/S0304-4076(97)00007-9  0.642
1996 Ng S, Schaller H. The Risky Spread, Investment, and Monetary Policy Transmission: Evidence on the Role of Asymmetric Information The Review of Economics and Statistics. 78: 375-383. DOI: 10.2307/2109784  0.348
1996 Ng S, Perron P. The exact error in estimating the spectral density at the origin Journal of Time Series Analysis. 17: 379-408. DOI: 10.1111/J.1467-9892.1996.Tb00284.X  0.613
1996 Ng S. Looking for evidence of speculative stockholding in commodity markets Journal of Economic Dynamics and Control. 20: 123-143. DOI: 10.1016/0165-1889(94)00846-8  0.31
1995 Ng S, Perron P. Unit root tests in ARMA models with data-dependent methods for the selection of the truncation lag Journal of the American Statistical Association. 90: 268-281. DOI: 10.1080/01621459.1995.10476510  0.591
1995 Ng S. Testing for unit roots in flow data sampled at different frequencies Economics Letters. 47: 237-242. DOI: 10.1016/0165-1765(94)00495-N  0.336
1995 Ng S. Testing for homogeneity in demand systems when the regressors are nonstationary Journal of Applied Econometrics. 10: 147-163. DOI: 10.1002/Jae.3950100205  0.416
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