Jushan Bai

Jushan Bai

Columbia University in the City of New York

H-index: 59

North America-United States

About Jushan Bai

Jushan Bai, With an exceptional h-index of 59 and a recent h-index of 45 (since 2020), a distinguished researcher at Columbia University in the City of New York, specializes in the field of Econometrics, Factor Analysis, Panel Data, Structural Breaks, Time Series Econometrics.

His recent articles reflect a diverse array of research interests and contributions to the field:

The likelihood ratio test for structural changes in factor models

Causal inference using factor models

Likelihood approach to dynamic panel models with interactive effects

Quasi-maximum likelihood estimation of break point in high-dimensional factor models

Efficiency of QMLE for dynamic panel data models with interactive effects

Approximate factor models with weaker loadings

Large-Scale Generalized Linear Models for Longitudinal Data with Grouped Patterns of Unobserved Heterogeneity

Factor-based imputation of missing values and covariances in panel data of large dimensions

Jushan Bai Information

University

Position

___

Citations(all)

42106

Citations(since 2020)

16234

Cited By

32673

hIndex(all)

59

hIndex(since 2020)

45

i10Index(all)

90

i10Index(since 2020)

75

Email

University Profile Page

Columbia University in the City of New York

Google Scholar

View Google Scholar Profile

Jushan Bai Skills & Research Interests

Econometrics

Factor Analysis

Panel Data

Structural Breaks

Time Series Econometrics

Top articles of Jushan Bai

Title

Journal

Author(s)

Publication Date

The likelihood ratio test for structural changes in factor models

Journal of Econometrics

Jushan Bai

Jiangtao Duan

Xu Han

2024/1/1

Causal inference using factor models

Available at SSRN 4779438

Jushan Bai

Peng Wang

2024/3/31

Likelihood approach to dynamic panel models with interactive effects

Journal of Econometrics

Jushan Bai

2024/3/1

Quasi-maximum likelihood estimation of break point in high-dimensional factor models

Journal of Econometrics

Jiangtao Duan

Jushan Bai

Xu Han

2023/3/1

Efficiency of QMLE for dynamic panel data models with interactive effects

arXiv preprint arXiv:2312.07881

Jushan Bai

2023/12/13

Approximate factor models with weaker loadings

Journal of Econometrics

Jushan Bai

Serena Ng

2023/8/1

Large-Scale Generalized Linear Models for Longitudinal Data with Grouped Patterns of Unobserved Heterogeneity

Journal of Business & Economic Statistics

Tomohiro Ando

Jushan Bai

2023/7/3

Factor-based imputation of missing values and covariances in panel data of large dimensions

Journal of Econometrics

Ercument Cahan

Jushan Bai

Serena Ng

2023/3/1

Bayesian and maximum likelihood analysis of large-scale panel choice models with unobserved heterogeneity

Journal of Econometrics

Tomohiro Ando

Jushan Bai

Kunpeng Li

2022/9/1

Feasible generalized least squares for panel data with cross-sectional and serial correlations

Empirical Economics

Jushan Bai

Sung Hoon Choi

Yuan Liao

2021/1

Large-scale generalized linear longitudinal data models with grouped patterns of unobserved heterogeneity

Tomohiro Ando

Jushan Bai

2021/12/23

Matrix completion, counterfactuals, and factor analysis of missing data

Journal of the American Statistical Association

Jushan Bai

Serena Ng

2021/10/2

Dynamic spatial panel data models with common shocks

Journal of Econometrics

Jushan Bai

Kunpeng Li

2021/9/1

Estimation and inference of change points in high-dimensional factor models

Journal of Econometrics

Jushan Bai

Xu Han

Yutang Shi

2020/11/1

Standard errors for panel data models with unknown clusters

Journal of Econometrics

Jushan Bai

Sung Hoon Choi

Yuan Liao

2020/10/8

Simpler proofs for approximate factor models of large dimensions

arXiv preprint arXiv:2008.00254

Jushan Bai

Serena Ng

2020/8/1

Quantile co-movement in financial markets: A panel quantile model with unobserved heterogeneity

Journal of the American Statistical Association

Tomohiro Ando

Jushan Bai

2020/1/2

See List of Professors in Jushan Bai University(Columbia University in the City of New York)