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Journal Article
Econometrica, ISSN 0012-9682, 11/2018, Volume 86, Issue 6, pp. 1911 - 1938
The partial (ceteris paribus) effects of interest in nonlinear and interactive linear models are heterogeneous as they can vary dramatically with the... 
sorted effect | partial effect | functional analysis | marginal effect | nonlinear model | differential geometry | gender wage gap | classification analysis | Sorting | STATISTICS & PROBABILITY | INFERENCE | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | SOCIAL SCIENCES, MATHEMATICAL METHODS | ECONOMICS | Economic models | Classification
Journal Article
Journal of Econometrics, ISSN 0304-4076, 05/2016, Volume 192, Issue 1, pp. 291 - 312
We derive fixed effects estimators of parameters and average partial effects in (possibly dynamic) nonlinear panel data models with individual and time... 
Fixed effects | Panel data | Dynamic model | Nonlinear model | Time effects | Asymptotic bias correction | LINEAR-REGRESSION | DATA ESTIMATORS | PARAMETERS | DISCRETE-CHOICE MODELS | INFERENCE | BIAS REDUCTION | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | SOCIAL SCIENCES, MATHEMATICAL METHODS | ASYMPTOTICS | ECONOMICS
Journal Article
The Economic Journal, ISSN 0013-0133, 9/2013, Volume 123, Issue 571, pp. 875 - 905
Miscarriage, even if biologically random, is not socially random. Willingness to abort reduces miscarriage risk. Because abortions are favourably selected... 
MOTHERHOOD | COSTS | NATURAL EXPERIMENT | LABOR-MARKET CONSEQUENCES | ECONOMICS | PREGNANCY | FERTILITY | Federal Reserve banks | Youth | Teenage abortion | Teenagers | Miscarriage | Pregnant women
Journal Article
Journal of Econometrics, ISSN 0304-4076, 2009, Volume 150, Issue 1, pp. 71 - 85
Journal Article
Journal of Econometrics, ISSN 0304-4076, 07/2019, Volume 211, Issue 1, pp. 104 - 116
Multinomial choice models are fundamental for empirical modeling of economic choices among discrete alternatives. We analyze identification of binary and... 
Binary choice | Nonseparable model | Control function | Panel data | Multinomial choice | Random coefficients | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | AVERAGE | PROBIT MODEL | SOCIAL SCIENCES, MATHEMATICAL METHODS | ECONOMICS | IDENTIFICATION | Probability | Econometrics | Random variables
Journal Article
Journal of Econometrics, ISSN 0304-4076, 05/2015, Volume 186, Issue 1, pp. 201 - 221
In this paper we develop a new censored quantile instrumental variable (CQIV) estimator and describe its properties and computation. The CQIV estimator... 
SEMIPARAMETRIC ESTIMATION | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | MODELS | BIAS | SOCIAL SCIENCES, MATHEMATICAL METHODS | ECONOMICS | IDENTIFICATION | ESTIMATOR | INFERENCE
Journal Article
Journal of Econometrics, ISSN 0304-4076, 11/2019, Volume 213, Issue 1, pp. 4 - 29
Journal Article
The Review of Economic Studies, ISSN 0034-6527, 4/2011, Volume 78, Issue 2, pp. 559 - 589
Journal Article
Journal of Econometrics, ISSN 0304-4076, 10/2015, Volume 188, Issue 2, pp. 378 - 392
This paper considers identification and estimation of ceteris paribus effects of continuous regressors in nonseparable panel models with time homogeneity. The... 
Average effect | Nonseparable model | Quantile effect | Panel data | Engel curve | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | AVERAGE | REGRESSION-MODELS | SOCIAL SCIENCES, MATHEMATICAL METHODS | ECONOMICS | NONSEPARABLE MODELS | Analysis | Econometric models
Journal Article
Journal of Econometrics, ISSN 0304-4076, 2011, Volume 163, Issue 2, pp. 144 - 162
Journal Article
Annual Review of Economics, ISSN 1941-1383, 08/2018, Volume 10, pp. 109 - 138
This article reviews recent advances in fixed effects estimation of panel data models for long panels, where the number of time periods is relatively large. We... 
bias correction | incidental parameter problem | panel data | unobserved heterogeneity | nonlinear models | fixed effects | NONPARAMETRIC IDENTIFICATION | COUNT DATA | QUANTILE REGRESSION | DISCRETE-CHOICE MODELS | CROSS-SECTION | BIAS REDUCTION | LINEAR-MODELS | TIME-SERIES | ECONOMICS | LARGE HETEROGENEOUS PANELS
Journal Article
Annual Review of Economics, ISSN 1941-1383, 8/2018, Volume 10, Issue 1, pp. 109 - 138
This article reviews recent advances in fixed effects estimation of panel data models for long panels, where the number of time periods is relatively large. We... 
bias correction | incidental parameter problem | panel data | unobserved heterogeneity | nonlinear models | fixed effects | Fixed-effects regression models | Economic research | Research
Journal Article