Bayesian nonparametric instrumental variables regression based on penalized splines and Dirichlet process mixtures
Year of publication: |
2014
|
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Authors: | Wiesenfarth, Manuel ; Hisgen, Carlos Matías ; Kneib, Thomas ; Cadarso-Suarez, Carmen |
Published in: |
Journal of business & economic statistics : JBES ; a publication of the American Statistical Association. - Alexandria, Va. : American Statistical Association, ISSN 0735-0015, ZDB-ID 876122-X. - Vol. 32.2014, 3, p. 468-482
|
Subject: | Endogeneity | Markov chain Monte Carlo methods | Simultaneous credible bands | Theorie | Theory | Markov-Kette | Markov chain | Monte-Carlo-Simulation | Monte Carlo simulation | Nichtparametrisches Verfahren | Nonparametric statistics | Bayes-Statistik | Bayesian inference | IV-Schätzung | Instrumental variables |
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