Sparse models and methods for optimal instruments with an application to eminent domain
Year of publication: |
2012
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Authors: | Belloni, Alexandre ; Chen, Daniel L. ; Chernozhukov, Victor ; Hansen, Christian Bailey |
Published in: |
Econometrica : journal of the Econometric Society, an international society for the advancement of economic theory in its relation to statistics and mathematics. - [Wechselnde Erscheinungsorte] : [Wechselnde Verlage], ISSN 0012-9682, ZDB-ID 1798-X. - Vol. 80.2012, 6, p. 2369-2429
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Subject: | Instrumental Variables | Optimal Instruments | LASSO | Post-LASSO | Sparsity | Eminent Domain | Data-Driven Penalty | Heteroscedasticity | non-Gaussian errors | moderate deviations for self-normalized sums | IV-Schätzung | Instrumental variables | Regressionsanalyse | Regression analysis | Ökonometrie | Econometrics | Theorie | Theory |
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