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Semiparametric applications of Bayesian inference

Chamberlain, Gary; Imbens, Guido - 1995

Persistent link: https://www.econbiz.de/10000918060

Nonparametric applications of Bayesian inference

Chamberlain, Gary; Imbens, Guido - 1996

Persistent link: https://www.econbiz.de/10000944072

Semiparametric Bayesian inference in autoregressive panel data models

Hirano, Keisuke - In: Econometrica : journal of the Econometric Society, an … 70 (2002) 2, pp. 781-799

Persistent link: https://www.econbiz.de/10001661280

Nonparametric applications of Bayesian inference

Chamberlain, Gary; Imbens, Guido - In: Journal of business & economic statistics : JBES ; a … 21 (2003) 1, pp. 12-18

Persistent link: https://www.econbiz.de/10001728807

Bayesian semiparametric inference in multiple equation models

Koop, Gary (contributor); Poirier, Dale J. (contributor); … - 2003

Persistent link: https://www.econbiz.de/10002457180

Parametric and nonparametric inference in equilibrium job search models

Koop, Gary (contributor) - 2002

Persistent link: https://www.econbiz.de/10002090101

Nonparametric Applications of Bayesian Inference

Chamberlain, Gary; Imbens, Guido - 2021

The paper evaluates the usefulness of a nonparametric approach to Bayesian inference by presenting two applications. The approach is due to Ferguson (1973, 1974) and Rubin (1981). Our first application considers an educational choice problem. We focus on obtaining a predictive distribution for...

Persistent link: https://www.econbiz.de/10013218983

Empirical Bayesian inference in a nonparametric regression model

Koop, Gary; Poirier, Dale J. - In: State space and unobserved component models : theory …, (pp. 152-170). 2004

Persistent link: https://www.econbiz.de/10009719926

Bayesian analysis of aggregate loss models

Ausı́n, María Concepción; Vilar Fernandez, Juan Manuel - In: Mathematical finance : an international journal of … 21 (2011) 2, pp. 257-279

Persistent link: https://www.econbiz.de/10008935673

A Bayesian nonparametric approach to inference for quantile regression

Taddy, Matthew A.; Kottas, Athanasios - In: Journal of business & economic statistics : JBES ; a … 28 (2010) 3, pp. 357-369

Persistent link: https://www.econbiz.de/10008736209