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Journal of Econometrics, ISSN 0304-4076, 07/2019, Volume 211, Issue 1, pp. 137 - 150
I propose some strategies for allowing unobserved heterogeneity to be correlated withobserved covariates and sample selection for unbalanced panels. The... 
Hausman test | Panel data | Correlated random effects | Unbalanced panel | TESTS | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | REGRESSION-MODELS | BIAS | SOCIAL SCIENCES, MATHEMATICAL METHODS | ECONOMICS | CROSS-SECTION | SELECTION | Random effects | Parameter estimation | Estimation bias | Nonlinear models | Estimating techniques | Estimators
Journal Article
Stata Journal, ISSN 1536-867X, 2013, Volume 13, Issue 1, pp. 65 - 76
Journal Article
Journal of Business & Economic Statistics, ISSN 0735-0015, 01/2020, Volume 38, Issue 1, pp. 1 - 18
We propose a simple procedure based on an existing "debiased" l 1 -regularized method for inference of the average partial effects (APEs) in approximately... 
Nonlinear panel data models | l1-Regularized quasi-maximum likelihood estimation | Partial effects | Correlated random effects probit | High-dimensional statistics and inference
Journal Article
Journal of Econometrics, ISSN 0304-4076, 11/2016, Volume 195, Issue 1, pp. 71 - 85
Journal Article
Computer Methods and Programs in Biomedicine, ISSN 0169-2607, 2013, Volume 110, Issue 3, pp. 503 - 510
Journal Article
JOURNAL OF COMPUTATIONAL BIOLOGY, ISSN 1066-5277, 12/2019, Volume 26, Issue 12, pp. 1339 - 1348
Experimental designs such as matched-pair or longitudinal studies yield mRNA sequencing (mRNA-Seq) counts that are correlated across samples. Most of the... 
multivariate negative-binomial model | random effects | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | correlated data | BIOTECHNOLOGY & APPLIED MICROBIOLOGY | BIOCHEMICAL RESEARCH METHODS | MATHEMATICAL & COMPUTATIONAL BIOLOGY | mRNA-Seq | STATISTICS & PROBABILITY
Journal Article
Journal of Business & Economic Statistics, ISSN 0735-0015, 07/2017, Volume 35, Issue 3, pp. 359 - 370
Journal Article
Journal of Business & Economic Statistics, ISSN 0735-0015, 10/2017, Volume 35, Issue 4, pp. 559 - 571
Journal Article
Communications in Statistics - Theory and Methods, ISSN 0361-0926, 06/2019, Volume 48, Issue 12, pp. 3025 - 3043
Journal Article
Biometrical journal. Biometrische Zeitschrift, ISSN 0323-3847, 2017, Volume 59, Issue 6, pp. 1317 - 1338
Journal Article