Identification with Posterior-Separable Information Costs

Fuente: arXiv
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Auteur principal: Bustos, Martin
Format: Preprint
Publié: 2024
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author Bustos, Martin
author_facet Bustos, Martin
contents I provide a model of rational inattention with heterogeneity and prove it is observationally equivalent to a state-dependent stochastic choice model subject to attention costs. I demonstrate that additive separability of unobservable heterogeneity, together with an independence assumption, suffice for the empirical model to admit a representative agent. Using conditional probabilities, I show how to identify: how covariates affect the desirability of goods, (a measure of) welfare, factual changes in welfare, and bounds on counterfactual market shares.
format Preprint
id arxiv_https___arxiv_org_abs_2402_09789
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle Identification with Posterior-Separable Information Costs
Bustos, Martin
Econometrics
I provide a model of rational inattention with heterogeneity and prove it is observationally equivalent to a state-dependent stochastic choice model subject to attention costs. I demonstrate that additive separability of unobservable heterogeneity, together with an independence assumption, suffice for the empirical model to admit a representative agent. Using conditional probabilities, I show how to identify: how covariates affect the desirability of goods, (a measure of) welfare, factual changes in welfare, and bounds on counterfactual market shares.
title Identification with Posterior-Separable Information Costs
topic Econometrics
url https://arxiv.org/abs/2402.09789