Joel L. Horowitz

22 catalog papers. Name-matched publications do not establish a verified researcher identity.

Publications

• Applied Nonparametric Instrumental Variables Estimation — Econometrica 2011
• Variable selection in nonparametric additive models — The Annals of Statistics 2010
• Asymptotic properties of bridge estimators in sparse high-dimensional regression models — The Annals of Statistics 2008
• Rate-optimal estimation for a general class of nonparametric regression models with unknown link functions — The Annals of Statistics 2007
• Nonparametric Instrumental Variables Estimation of a Quantile Regression Model — Econometrica 2007
• A Non-Parametric Test of Exogeneity — The Review of Economic Studies 2007
• Methodology and convergence rates for functional linear regression — The Annals of Statistics 2007
• Testing a Parametric Model Against a Nonparametric Alternative with Identification Through Instrumental Variables — Econometrica 2006
• Nonparametric methods for inference in the presence of instrumental variables — The Annals of Statistics 2005
• Nonparametric estimation of an additive model with a link function — The Annals of Statistics 2004
• Bootstrap Methods for Markov Processes — Econometrica 2003
• An Adaptive, Rate-Optimal Test of a Parametric Mean-Regression Model Against a Nonparametric Alternative — Econometrica 2001
• Nonparametric Estimation of a Generalized Additive Model With an Unknown Link Function — Econometrica 2001
• Nonparametric Analysis of Randomized Experiments with Missing Covariate and Outcome Data — Journal of the American Statistical Association 2000
• Rejoinder — Journal of the American Statistical Association 2000
• Semiparametric Estimation of a Proportional Hazard Model with Unobserved Heterogeneity — Econometrica 1999
• Direct Semiparametric Estimation of Single-Index Models with Discrete Covariates — Journal of the American Statistical Association 1996
• Semiparametric Estimation of Regression Models for Panel Data — The Review of Economic Studies 1996
• On blocking rules for the bootstrap with dependent data — Biometrika 1995
• Testing Predicted Choices Against Observations in Probabilistic Discrete-Choice Models — Marketing Science 1993
• A Generalized Moments Specification Test of the Proportional Hazards Model — Journal of the American Statistical Association 1992
• Critical Path Problems with Concave Cost-Time Curves — Management Science 1972