Bayesian Variable Selection in Linear Regression
Abstract This article is concerned with the selection of subsets of predictor variables in a linear regression model for the prediction of a dependent variable. It is based on a...
Publications
6 shownBayesian Prediction of Deterministic Functions, with Applications to the Design and Analysis of Computer Experiments
Abstract This article is concerned with prediction of a function y(t) over a (multidimensional) domain T, given the function values at a set of "sites" {t (1), t (2), …, t (n)} ...
Screening, Predicting, and Computer Experiments
Many scientific phenomena are now investigated by complex computer models or codes. Given the input values, the code produces one or more outputs via a complex mathematical mode...
Bayesian Design and Analysis of Computer Experiments: Use of Derivatives in Surface Prediction
Abstract This article is concerned with the problem of predicting a deterministic response function yo over a multidimensional domain T, given values of yo and all of its first ...
Bayesian design and analysis of computer experiments: Use of derivatives in surface prediction
The work of Currin et al. and others in developing fast predictive approximations'' of computer models is extended for the case in which derivatives of the output variable of in...
Design and Analysis of Computer Experiments
Many scientific phenomena are now investigated by complex computer models or codes. A computer experiment is a number of runs of the code with various inputs. A feature of many ...
Frequent Co-Authors
Researcher Info
- h-index
- 6
- Publications
- 6
- Citations
- 10,201
- Institution
- Oak Ridge National Laboratory
External Links
Impact Metrics
h-index
6
h-index: Number of publications with at least h citations each.