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  • Search: subject:"Multivariate Bernstein polynomials"
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Bayesian linear regression 2 Gaussian process priors 2 Heteroskedasticity 2 Misspecification 2 Multivariate Bernstein polynomials 2 Posterior consistency 2 Semiparametric efficiency 2 Bayes-Statistik 1 Bayesian inference 1 Estimation theory 1 Heteroscedasticity 1 Heteroskedastizität 1 Nichtparametrisches Verfahren 1 Nonparametric statistics 1 Regression analysis 1 Regressionsanalyse 1 Schätztheorie 1 Semiparametric Bernstein-von Mises theorem 1 Semiparametric Bernstein–von Mises theorem 1
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Article 2
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Article in journal 1 Aufsatz in Zeitschrift 1
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English 1 Undetermined 1
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Norets, Andriy 2
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Journal of Econometrics 1 Journal of econometrics 1
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ECONIS (ZBW) 1 RePEc 1
Showing 1 - 2 of 2
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Bayesian regression with nonparametric heteroskedasticity
Norets, Andriy - In: Journal of Econometrics 185 (2015) 2, pp. 409-419
This paper studies large sample properties of a semiparametric Bayesian approach to inference in a linear regression model. The approach is to model the distribution of the regression error term by a normal distribution with the variance that is a flexible function of covariates. The main result...
Persistent link: https://www.econbiz.de/10011190718
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Cover Image
Bayesian regression with nonparametric heteroskedasticity
Norets, Andriy - In: Journal of econometrics 185 (2015) 2, pp. 409-419
Persistent link: https://www.econbiz.de/10011348991
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