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Fragility of identification in panel binary response models

Title: Fragility of identification in panel binary response models
Authors: Forchini, Giovanni; Jiang, Bin
Contributors: Australian Research Council
Source: The Econometrics Journal ; volume 22, issue 3, page 282-291 ; ISSN 1368-4221 1368-423X
Publisher Information: Oxford University Press (OUP)
Publication Year: 2019
Description: Summary The present paper considers a linear binary response model for panel data with random effects that differ across individuals but are constant over time, and it investigates the roles of the various assumptions that are used to establish conditions for identification. The paper also shows that even for this simple model, it is always possible—including in the logistic case—to find a distribution of the random effects given the exogenous variables, such that the slopes' parameters are arbitrarily different, but the joint distributions of the binary response variables are arbitrarily close.
Document Type: article in journal/newspaper
Language: English
DOI: 10.1093/ectj/utz011
DOI: 10.1093/ectj/utz011/29018082/utz011.pdf
Availability: https://doi.org/10.1093/ectj/utz011; http://academic.oup.com/ectj/advance-article-pdf/doi/10.1093/ectj/utz011/29018082/utz011.pdf; https://academic.oup.com/ectj/article-pdf/22/3/282/44397199/ectj_22_3_282.pdf
Rights: https://academic.oup.com/journals/pages/open_access/funder_policies/chorus/standard_publication_model
Accession Number: edsbas.D528B4C7
Database: BASE