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Results for: Committee Member Ephraim Mont Hanks Keyword monte carlo integration Keyword semiparametric Keyword bayesian Keyword monte carlo integration Keyword mcmc Keyword covariance function Year 2017

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1. Bayesian Semiparametric Covariance Function Estimation for Stationary Gaussian Processes by Overwhelming Force

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Author:

Ensley, John Robert

Title:

Bayesian Semiparametric Covariance Function Estimation for Stationary Gaussian Processes by Overwhelming Force

Graduate Program:

Statistics

Keywords:

Gaussian process
bayesian
covariance function
mcmc
parallel computing
penalized splines
spectral density
monte carlo integration
semiparametric

File:

Committee Members:

Benjamin Adam Shaby, Thesis Advisor
David Russell Hunter, Committee Member
Ephraim Mont Hanks, Committee Member

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1. Bayesian Semiparametric Covariance Function Estimation for Stationary Gaussian Processes by Overwhelming Force