Dynamic discrete choice structural models: A survey

V Aguirregabiria, P Mira - Journal of Econometrics, 2010 - Elsevier
This paper reviews methods for the estimation of dynamic discrete choice structural models
and discusses related econometric issues. We consider single-agent models, competitive …

Nonlinear panel data analysis

M Arellano, S Bonhomme - Annu. Rev. Econ., 2011 - annualreviews.org
Nonlinear panel data models arise naturally in economic applications, yet their analysis is
challenging. Here we provide a progress report on some recent advances in the area. We …

Grouped patterns of heterogeneity in panel data

S Bonhomme, E Manresa - Econometrica, 2015 - Wiley Online Library
This paper introduces time‐varying grouped patterns of heterogeneity in linear panel data
models. A distinctive feature of our approach is that group membership is left unrestricted …

Identifying latent structures in panel data

L Su, Z Shi, PCB Phillips - Econometrica, 2016 - Wiley Online Library
This paper provides a novel mechanism for identifying and estimating latent group structures
in panel data using penalized techniques. We consider both linear and nonlinear models …

An industrial organization perspective on productivity

J De Loecker, C Syverson - Handbook of industrial organization, 2021 - Elsevier
This chapter overviews productivity research from an industrial organization perspective. We
focus on what is known and what still needs to be learned about the productivity levels and …

Productivity and the decision to import and export: Theory and evidence

H Kasahara, B Lapham - Journal of international Economics, 2013 - Elsevier
This paper develops an open economy model with heterogeneous final goods producers
who simultaneously choose whether to export their output and whether to use imported …

Discretizing unobserved heterogeneity

S Bonhomme, T Lamadon, E Manresa - Econometrica, 2022 - Wiley Online Library
We study discrete panel data methods where unobserved heterogeneity is revealed in a first
step, in environments where population heterogeneity is not discrete. We focus on two‐step …

Conditional choice probability estimation of dynamic discrete choice models with unobserved heterogeneity

P Arcidiacono, RA Miller - Econometrica, 2011 - Wiley Online Library
We adapt the expectation–maximization algorithm to incorporate unobserved heterogeneity
into conditional choice probability (CCP) estimators of dynamic discrete choice problems …

Understanding the city size wage gap

N Baum-Snow, R Pavan - The Review of economic studies, 2012 - academic.oup.com
In this paper, we decompose city size wage premia into various components. We base these
decompositions on an estimated on-the-job search model that incorporates latent ability …

Usage‐based pricing and demand for residential broadband

A Nevo, JL Turner, JW Williams - Econometrica, 2016 - Wiley Online Library
We estimate demand for residential broadband using high‐frequency data from subscribers
facing a three‐part tariff. The three‐part tariff makes data usage during the billing cycle a …