Publications

The cemmap working paper series publishes papers expanding the frontiers of knowledge in microdata methods and practice. Martin Weidner is the editor of the working paper series.

Inference for functions of partially identified parameters in moment inequality models

This paper introduces a bootstrap-based inference method for functions of the parameter vector in a moment… Continue reading.

Federico A. Bugni, Ivan A. Canay, Xiaoxia Shi
May 2014

CWP22/14

Latest version

Inference for functions of partially identified parameters in moment inequality models
Federico A. Bugni, Ivan A. Canay, Xiaoxia Shi
September 2015 | CWP54/15

Previous version

Inference for functions of partially identified parameters in moment inequality models
Federico A. Bugni, Ivan A. Canay, Xiaoxia Shi
January 2014 | CWP05/14
Nonparametric identification of endogenous and heterogeneous aggregate demand models: complements, bundles and the market level

This paper studies nonparametric identification in market level demand models for di fferentiated products. We generalize… Continue reading.

Fabian Dunker, Stefan Hoderlein, Hiroaki Kaido
May 2014

CWP23/14

Latest version

Tackling social exclusion: evidence from Chile

We study an innovative welfare program in Chile which combines a period of frequent home visits… Continue reading.

Pedro Carneiro, Emanuela Galasso, Rita Ginja
May 2014

CWP24/14

Implementing intersection bounds in Stata

We present the clrbound, clr2bound, clr3bound, and clrtest commands for estimation and inference on intersection bounds… Continue reading.

Victor Chernozhukov, Wooyoung Kim, Sokbae (Simon) Lee, Adam Rosen
May 2014

CWP25/14

Latest version

Implementing intersection bounds in Stata
Victor Chernozhukov, Wooyoung Kim, Sokbae (Simon) Lee, Adam Rosen
March 2015 | CWP

Previous version

Implementing intersection bounds in Stata
Victor Chernozhukov, Wooyoung Kim, Sokbae (Simon) Lee, Adam Rosen
August 2013 | CWP38/13
The lasso for high-dimensional regression with a possible change-point

We consider a high-dimensional regression model with a possible change-point due to a covariate threshold and… Continue reading.

Sokbae (Simon) Lee, Myung Hwan Seo, Youngki Shin
May 2014

CWP26/14

Maximum score estimation with nonparametrically generated regressors

The estimation problem in this paper is motivated by maximum score estimation of preference parameters in… Continue reading.

Le-Yu Chen, Sokbae (Simon) Lee, Myung Jae Sung
May 2014

CWP27/14

Latest version

Maximum score estimation with nonparametrically generated regressors
Le-Yu Chen, Sokbae (Simon) Lee, Myung Jae Sung
October 2014 | CWP

Previous version

Maximum score estimation of preference parameters for a binary choice model under uncertainty
Le-Yu Chen, Sokbae (Simon) Lee, Myung Jae Sung
April 2013 | CWP14/13
Asymptotic efficiency of semiparametric two-step GMM

Many structural economics models are semiparametric ones in which the unknown nuisance functions are identifi…ed via… Continue reading.

Daniel Ackerberg, Xiaohong Chen, Jinyong Hahn
June 2014

CWP28/14

Latest version

Asymptotic efficiency of semiparametric two-step GMM
Daniel Ackerberg, Xiaohong Chen, Jinyong Hahn, . .
April 2014 | CWP

Previous version

Asymptotic efficiency of semiparametric two-step GMM
Xiaohong Chen, Jinyong Hahn
October 2012 | CWP31/12
Multivariate variance ratio statistics

We propose several multivariate variance ratio statistics. We derive the asymptotic distribution of the statistics and… Continue reading.

Seok Young Hong, Oliver Linton, Hui Jun Zhang
June 2014

CWP29/14

Bayesian exploratory factor analysis

This paper develops and applies a Bayesian approach to Exploratory Factor Analysis that improves on ad… Continue reading.

Gabriella Conti, Sylvia Frühwirth-Schnatter, James Heckman, Rémi Piatek
July 2014

CWP30/14

Latest version

Bayesian exploratory factor analysis
Gabriella Conti, Sylvia Frühwirth-Schnatter, James Heckman, Rémi Piatek
November 2014 | CWP
Direct and indirect treatment effects: causal chains and mediation analysis with instrumental variables

This paper discusses the nonparametric identification of causal direct and indirect effects of a binary treatment… Continue reading.

Markus Frölich, Martin Huber
July 2014

CWP31/14

Individual and time effects in nonlinear panel models with large N, T

Fixed e ffects estimators of nonlinear panel data models can be severely biased because of the… Continue reading.

Ivan Fernandez-Val, Martin Weidner
July 2014

CWP32/14

Latest version

Individual and time effects in nonlinear panel models with large N, T
Ivan Fernandez-Val, Martin Weidner
April 2015 | CWP17/15

Previous version

Individual and time effects in nonlinear panel models with large N, T
Ivan Fernandez-Val, Martin Weidner
December 2013 | CWP60/13
Program evaluation with high-dimensional data

In this paper, we consider estimation of general modern moment-condition problems in econometrics in a data-rich… Continue reading.

Alexandre Belloni, Victor Chernozhukov, Ivan Fernandez-Val, Christian Hansen
August 2014

CWP33/14

Latest version

Program evaluation with high-dimensional data
Alexandre Belloni, Victor Chernozhukov, Ivan Fernandez-Val, Christian Hansen
September 2015 | CWP55/15

Previous version

Program evaluation with high-dimensional data
Alexandre Belloni, Victor Chernozhukov, Ivan Fernandez-Val, Christian Hansen
December 2013 | CWP77/13
A Test for Instrument Validity

This paper develops a specification test for instrument validity in the heterogeneous treatment effect model with… Continue reading.

Toru Kitagawa
August 2014

CWP34/14

Latest version

A Test for Instrument Validity
Toru Kitagawa
September 2015 | CWP

Previous version

Linear regression for panel with unknown number of factors as interactive fixed effects

In this paper we study the least squares (LS) estimator in a linear panel regression model… Continue reading.

Hyungsik Roger Roger Moon, Martin Weidner
August 2014

CWP35/14

Latest version

Previous version

Linear regression for panel with unknown number of factors as interactive fixed effects
Hyungsik Roger Roger Moon, Martin Weidner
October 2013 | CWP49/13
Inference in Ordered Response Games with Complete Information

We study econometric models of complete information games with ordered action spaces, such as the number… Continue reading.

Andres Aradillas-Lopez, Adam Rosen
September 2014

CWP36/14

Previous version

Inference in ordered response games with complete information
Andres Aradillas-Lopez, Adam Rosen
July 2013 | CWP33/13
Nonparametric identification of positive eigenfunctions

Important features of certain economic models may be revealed by studying positive eigenfunctions of appropriately chosen… Continue reading.

Timothy M. Christensen
September 2014

CWP37/14

Latest version

Nonparametric identification of positive eigenfunctions
Timothy M. Christensen
December 2015 | CWP
Sieve Wald and QLR Inferences on Semi/nonparametric Conditional Moment Models

This paper considers inference on functionals of semi/nonparametric conditional moment restrictions with possibly nonsmooth generalized residuals,… Continue reading.

Xiaohong Chen, Demian Pouzo
September 2014

CWP38/14

Latest version

A contribution to the Reinhart and Rogoff debate: not 90 percent but maybe 30 percent

Using the Reinhart-Rogoff dataset, we find a debt threshold not around 90 percent but around 30… Continue reading.

Sokbae (Simon) Lee, Hyunmin Park, Myung Hwan Seo, Youngki Shin
September 2014

CWP39/14

Recombinant innovation and the boundaries of the firm

There is considerable interest in understanding how important market frictions are in stiffing the transmission of… Continue reading.

Rachel Griffith, Sokbae (Simon) Lee, Bas Straathof
September 2014

CWP40/14

Economic theory and forecasting: lessons from the literature

Does economic theory help in forecasting key macroeconomic variables? This article aims to provide some insight… Continue reading.

Raffaella Giacomini
September 2014

CWP41/14

Latest version