Binary choice panel data models with predetermined variables

In this paper we present a class of binary choice models for panel data with the following features : (i) The explanatory variables are predetermined but not strictly exogenous. (ii) Individual effects are allowed to be correlated with the explanatory variables.

[1]  W. Newey,et al.  The asymptotic variance of semiparametric estimators , 1994 .

[2]  James J. Heckman,et al.  Longitudinal Analysis of Labor Market Data , 1985 .

[3]  Bo E. Honoré,et al.  Panel Data Discrete Choice Models with Lagged Dependent Variables , 2000 .

[4]  W. Newey,et al.  Kernel Estimation of Partial Means and a General Variance Estimator , 1994, Econometric Theory.

[5]  David Card,et al.  Measuring the Effect of Subsidized Training Programs on Movements in Andout of Employment , 1987 .

[6]  M. Arellano,et al.  Another look at the instrumental variable estimation of error-components models , 1995 .

[7]  Gary Chamberlain,et al.  Analysis of Covariance with Qualitative Data , 1979 .

[8]  Ekaterini Kyriazidou,et al.  Estimation of a Panel Data Sample Selection Model , 1997 .

[9]  Journal of Econometrics , 2022 .

[10]  Choon-Geol Moon,et al.  The Effect of Rent Control on Housing Quality Change: A Longitudinal Analysis , 1993, Journal of Political Economy.

[11]  J. Heckman,et al.  A Method for Minimizing the Impact of Distributional Assumptions in Econometric Models for Duration Data , 1984 .

[12]  J. Berkson Application of the Logistic Function to Bio-Assay , 1944 .

[13]  J. Kadane Structural Analysis of Discrete Data with Econometric Applications , 1984 .

[14]  T. Magnac Subsidised Training and Youth Employment: Distinguishing Unobserved Heterogeneity from State Dependence in Labour Market Histories , 2000 .

[15]  David R. Cox The analysis of binary data , 1970 .

[16]  M. Browning Children and Household Economic Behavior , 1992 .

[17]  M. Arellano,et al.  Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations , 1991 .

[18]  G. Chamberlain Asymptotic efficiency in estimation with conditional moment restrictions , 1987 .

[19]  Miguel A. Delgado,et al.  Nonparametric and Semiparametric Estimation with Discrete Regressors , 1995 .

[20]  W. Newey,et al.  Large sample estimation and hypothesis testing , 1986 .

[21]  Sherwin Rosen Studies in Labor Markets , 1981 .

[22]  M. Arellano,et al.  UNEMPLOYMENT D URATION, BENEFIT D URATION AND THE B USINESS C YCLE* , 2002 .

[23]  Cheng Hsiao,et al.  Estimation of Dynamic Models with Error Components , 1981 .

[24]  J. D. Beasley,et al.  Algorithm AS 111: The Percentage Points of the Normal Distribution , 1977 .

[25]  W. Newey,et al.  Estimating vector autoregressions with panel data , 1988 .

[26]  M. Arellano,et al.  Unemployment Duration, Benefit Duration and the Business Cycle , 2002 .

[27]  Bo E. Honoré,et al.  Panel Data Models: Some Recent Developments , 2001 .

[28]  M. J. Wichura The percentage points of the normal distribution , 1988 .

[29]  E. B. Andersen,et al.  Asymptotic Properties of Conditional Maximum‐Likelihood Estimators , 1970 .

[30]  Bo E. Honoré,et al.  Semiparametric Binary Choice Panel Data Models without Strictly Exogeneous Regressors , 2000 .

[31]  Charles F. Manski,et al.  SEMIPARAMETRIC ANALYSIS OF RANDOM EFFECTS LINEAR MODELS FROM BINARY PANEL DATA , 1987 .

[32]  Kenneth I. Wolpin,et al.  Life-Cycle Labor Supply and Fertility: Causal Inferences from Household Models , 1980, Journal of Political Economy.

[33]  J. Heckman Heterogeneity and State Dependence , 1981 .

[34]  Gary Chamberlain,et al.  Longitudinal Analysis of Labor Market Data: Heterogeneity, omitted variable bias, and duration dependence , 1985 .

[35]  D. Hyslop,et al.  State dependence, serial correlation and heterogeneity in intertemporal labor force , 1999 .