BLP-2LASSO for aggregate discrete choice models with rich covariates
We introduce the BLP-2LASSO model, which augments the classic BLP (Berry, Levinsohn, and Pakes, 1995) random-coefficients logit model to allow for data-driven selection among a high-dimensional set of control variables using the 'double-LASSO' procedure proposed by Belloni, Chernozhukov, a...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Oxford University Press
2019
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| Subjects: | |
| Online Access: | View Fulltext in Publisher |