Jushan Bai - Publications

Affiliations: 
Economics Columbia University, New York, NY 

62 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 Ando T, Bai J. Quantile Co-Movement in Financial Markets: A Panel Quantile Model With Unobserved Heterogeneity Journal of the American Statistical Association. 115: 266-279. DOI: 10.1080/01621459.2018.1543598  0.347
2020 Bai J, Han X, Shi Y. Estimation and inference of change points in high-dimensional factor models Journal of Econometrics. DOI: 10.1016/J.Jeconom.2019.08.013  0.536
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  0.503
2017 Ando T, Bai J. Clustering huge number of financial time series: A panel data approach with high-dimensional predictors and factor structures Journal of the American Statistical Association. 112: 1182-1198. DOI: 10.2139/Ssrn.2642526  0.358
2017 Bai J, Liao Y. Inferences in panel data with interactive effects using large covariance matrices Journal of Econometrics. 200: 59-78. DOI: 10.1016/J.Jeconom.2017.05.014  0.485
2016 Bai J, Han X. Structural Changes in High Dimensional Factor Models Frontiers of Economics in China. 11: 9-39. DOI: 10.3868/S060-005-016-0003-9  0.388
2016 Bai J, Liao Y. Efficient estimation of approximate factor models via penalized maximum likelihood Journal of Econometrics. 191: 1-18. DOI: 10.2139/Ssrn.2152416  0.5
2016 Bai J, Li K. Maximum likelihood estimation and inference for approximate factor models of high dimension Review of Economics and Statistics. 98: 298-309. DOI: 10.1162/Rest_A_00519  0.535
2016 Bai J, Wang P. Econometric Analysis of Large Factor Models Annual Review of Economics. 8: 53-80. DOI: 10.1146/Annurev-Economics-080315-015356  0.46
2016 Ando T, Bai J. Selecting the regularization parameters in high-dimensional panel data models: Consistency and efficiency Econometric Reviews. 1-29. DOI: 10.1080/07474938.2015.1092822  0.419
2016 Bai J, Li K, Lu L. Estimation and Inference of FAVAR Models Journal of Business and Economic Statistics. 34: 620-641. DOI: 10.1080/07350015.2015.1111222  0.522
2016 Ando T, Bai J. Panel Data Models with Grouped Factor Structure Under Unknown Group Membership Journal of Applied Econometrics. 31: 163-191. DOI: 10.1002/Jae.2467  0.402
2015 Bai J, Zhou G. Fama-MacBeth Two-Pass Regressions: Improving Risk Premia Estimates Finance Research Letters. 15: 31-40. DOI: 10.2139/Ssrn.2591754  0.456
2015 Ando T, Bai J. Asset Pricing with a General Multifactor Structure Journal of Financial Econometrics. 13: 556-604. DOI: 10.1093/Jjfinec/Nbu026  0.411
2015 Bai J, Wang P. Identification and Bayesian Estimation of Dynamic Factor Models Journal of Business & Economic Statistics. 33: 221-240. DOI: 10.1080/07350015.2014.941467  0.451
2015 Ando T, Bai J. A simple new test for slope homogeneity in panel data models with interactive effects Economics Letters. 136: 112-117. DOI: 10.1016/J.Econlet.2015.09.019  0.419
2014 Bai J, Li K. Theory and methods of panel data models with interactive effects Annals of Statistics. 42: 142-170. DOI: 10.1214/13-Aos1183  0.512
2014 Bai J, Wang P. Identification theory for high dimensional static and dynamic factor models Journal of Econometrics. 178: 794-804. DOI: 10.1016/J.Jeconom.2013.11.001  0.35
2013 Bai J. Fixed-effects dynamic panel models, a factor analytical method Econometrica. 81: 285-314. DOI: 10.3982/Ecta9409  0.497
2013 Bai J, Carrion‐i‐Silvestre JL. Testing Panel Cointegration with Unobservable Dynamic Common Factors that are Correlated with the Regressors Econometrics Journal. 16: 222-249. DOI: 10.1111/Ectj.12002  0.424
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  0.458
2012 Bai J, Li K. Statistical Analysis Of Factor Models Of High Dimension Annals of Statistics. 40: 436-465. DOI: 10.1214/11-Aos966  0.534
2012 Chen H, Chong TTL, Bai J. Theory and Applications of TAR Model with Two Threshold Variables Econometric Reviews. 31: 142-170. DOI: 10.1080/07474938.2011.607100  0.395
2011 Bai J, Shi S. Estimating High Dimensional Covariance Matrices and its Applications Annals of Economics and Finance. 12: 199-215. DOI: 10.7916/D8Rj4Sgp  0.446
2011 Meng JG, Hu G, Bai J. Olive: A simple method for estimating betas when factors are measured with error Journal of Financial Research. 34: 27-60. DOI: 10.1111/J.1475-6803.2010.01284.X  0.403
2010 Bai J, Ng S. Instrumental Variable Estimation In A Data Rich Environment Econometric Theory. 26: 1577-1606. DOI: 10.1017/S0266466609990727  0.52
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  0.435
2010 Bai J. Common breaks in means and variances for panel data Journal of Econometrics. 157: 78-92. DOI: 10.1016/J.Jeconom.2009.10.020  0.487
2010 Bai J, Wang P. Conditional Markov chain and its application in economic time series analysis Journal of Applied Econometrics. 26: 715-734. DOI: 10.1002/Jae.1140  0.319
2009 Bai J. Panel data models with interactive fixed effects Econometrica. 77: 1229-1279. DOI: 10.3982/Ecta6135  0.459
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  0.395
2009 Bai J, Carrion-I-Silvestre JL. Structural Changes, Common Stochastic Trends, and Unit Roots in Panel Data The Review of Economic Studies. 76: 471-501. DOI: 10.1111/J.1467-937X.2008.00530.X  0.408
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  0.535
2009 Bai J, Ng S. Boosting diffusion indices Journal of Applied Econometrics. 24: 607-629. DOI: 10.1002/Jae.1063  0.449
2008 Bai J, Chen H, Chong TTL, Wang SX. Generic Consistency of the Break-Point Estimators under Specification Errors in a Multiple-Break Model Econometrics Journal. 11: 287-307. DOI: 10.1111/J.1368-423X.2008.00237.X  0.496
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  0.398
2008 Bai J, Chen Z. Testing multivariate distributions in GARCH models Journal of Econometrics. 143: 19-36. DOI: 10.1016/J.Jeconom.2007.08.012  0.391
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  0.461
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  0.45
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  0.435
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  0.396
2005 Bai J, Kao C. On the Estimation and Inference of a Panel Cointegration Model with Cross-Sectional Dependence Contributions to Economic Analysis. 274: 3-30. DOI: 10.1016/S0573-8555(06)74001-9  0.483
2004 Bai J, Ng S. A PANIC Attack on Unit Roots and Cointegration Econometrica. 72: 1127-1177. DOI: 10.2139/Ssrn.294808  0.468
2004 Bai J. Estimating cross-section common stochastic trends in nonstationary panel data Journal of Econometrics. 122: 137-183. DOI: 10.1016/J.Jeconom.2003.10.022  0.512
2003 Bai J. Testing parametric conditional distributions of dynamic models Review of Economics and Statistics. 85: 531-549. DOI: 10.1162/003465303322369704  0.398
2003 Bai J. Inferential Theory for Factor Models of Large Dimensions Econometrica. 71: 135-171. DOI: 10.1111/1468-0262.00392  0.503
2003 Bai J, Perron P. Critical values for multiple structural change tests The Econometrics Journal. 6: 72-78. DOI: 10.1111/1368-423X.00102  0.323
2003 Bai J, Perron P. Computation and analysis of multiple structural change models Journal of Applied Econometrics. 18: 1-22. DOI: 10.1002/Jae.659  0.461
2002 Bai J, Ng S. Determining the Number of Factors in Approximate Factor Models Econometrica. 70: 191-221. DOI: 10.1111/1468-0262.00273  0.478
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  0.439
1999 Bai J. Likelihood ratio tests for multiple structural changes Journal of Econometrics. 91: 299-323. DOI: 10.1016/S0304-4076(98)00079-7  0.419
1998 Bai J, Perron P. Estimating and testing linear models with multiple structural changes Econometrica. 66: 47-78. DOI: 10.2307/2998540  0.522
1998 Bai J, Lumsdaine RL, Stock JH. Testing for and Dating Common Breaks in Multivariate Time Series The Review of Economic Studies. 65: 395-432. DOI: 10.1111/1467-937X.00051  0.572
1998 Bai J. A Note On Spurious Break Econometric Theory. 14: 663-669. DOI: 10.1017/S0266466698145061  0.456
1998 Bai J. Estimation of Multiple-Regime Regressions with Least Absolutes Deviation Journal of Statistical Planning and Inference. 74: 103-134. DOI: 10.1016/S0378-3758(98)00082-2  0.488
1997 Bai J. Estimation Of A Change Point In Multiple Regression Models The Review of Economics and Statistics. 79: 551-563. DOI: 10.1162/003465397557132  0.446
1997 Bai J. Estimating Multiple Breaks One At A Time Econometric Theory. 13: 315-352. DOI: 10.1017/S0266466600005831  0.497
1996 Bai J. Testing for Parameter Constancy in Linear Regressions: An Empirical Distribution Function Approach Econometrica. 64: 597-622. DOI: 10.2307/2171863  0.428
1995 Bai J. Least absolute deviation estimation of a shift Econometric Theory. 11: 403-436. DOI: 10.1017/S026646660000935X  0.477
1994 Bai J. Weak Convergence of the Sequential Empirical Processes of Residuals in ARMA Models Annals of Statistics. 22: 2051-2061. DOI: 10.1214/Aos/1176325771  0.378
1994 Bai J. Least squares estimation of a shift in linear processes Journal of Time Series Analysis. 15: 453-472. DOI: 10.1111/J.1467-9892.1994.Tb00204.X  0.455
1993 Bai J. On The Partial Sums Of Residuals In Autoregressive And Moving Average Models Journal of Time Series Analysis. 14: 247-260. DOI: 10.1111/J.1467-9892.1993.Tb00142.X  0.466
Show low-probability matches.