Moment conditions for dynamic panel logit models with fixed effects

BE Honoré, M Weidner - Review of Economic Studies, 2024 - academic.oup.com
This paper investigates the construction of moment conditions in discrete choice panel data
with individual specific fixed effects. We describe how to systematically explore the existence …

Identification and estimation of average marginal effects in fixed effects logit models

L Davezies, X D'Haultfoeuille, L Laage - arXiv preprint arXiv:2105.00879, 2021 - arxiv.org
This article considers average marginal effects (AME) in a panel data fixed effects logit
model. Relating the identified set of the AME to an extremal moment problem, we first show …

Identification of average marginal effects in fixed effects dynamic discrete choice models

V Aguirregabiria, JM Carro - Review of Economics and Statistics, 2024 - direct.mit.edu
In nonlinear panel data models, fixed-effects methods are often criticized because they
cannot identify average marginal effects (AMEs) in short panels. In contrast with that …

[PDF][PDF] Identification and estimation of average partial effects in semiparametric binary response panel models

L Liu, A Poirier, JL Shiu - arXiv preprint arXiv …, 2021 - economics.sas.upenn.edu
Average partial effects (APEs) are generally not point-identified in binary response panel
models with unrestricted unobserved heterogeneity. We show their point-identification under …

Identification of time-varying counterfactual parameters in nonlinear panel models

I Botosaru, C Muris - Journal of Econometrics, 2024 - Elsevier
We develop a general framework for the identification of counterfactual parameters in a
class of nonlinear semiparametric panel models with fixed effects and time effects. Our …

Transition Probabilities and Moment Restrictions in Dynamic Fixed Effects Logit Models

K Dano - arXiv preprint arXiv:2303.00083, 2023 - arxiv.org
Dynamic logit models are popular tools in economics to measure state dependence. This
paper introduces a new method to derive moment restrictions in a large class of such …

Revisiting panel data discrete choice models with lagged dependent variables

CR Dobronyi, F Ouyang, TT Yang - arXiv preprint arXiv:2301.09379, 2023 - arxiv.org
This paper revisits the identification and estimation of a class of semiparametric (distribution-
free) panel data binary choice models with lagged dependent variables, exogenous …

Revisiting Panel Data Binary Choice Models with Lagged Dependent Variables

CR Dobronyi, F Ouyang, TT Yang - Journal of Business & …, 2024 - Taylor & Francis
This paper revisits the identification and estimation of a class of semiparametric (distribution-
free) panel data binary choice models with lagged dependent variables, exogenous …

An Adversarial Approach to Identification and Inference

I Botosaru, I Loh, C Muris - arXiv preprint arXiv:2411.04239, 2024 - arxiv.org
We introduce a novel framework to characterize identified sets of structural and
counterfactual parameters in econometric models. Our framework centers on a discrepancy …

Dynamic demand for differentiated products with fixed-effects unobserved heterogeneity

V Aguirregabiria - The Econometrics Journal, 2023 - academic.oup.com
This paper studies identification and estimation of a dynamic discrete choice model of
demand for differentiated product using consumer-level panel data with few purchase …