Variable selection in Bayesian smoothing spline ANOVA models: Application to deterministic computer codes [0.03%]
基于贝叶斯光滑张量产品回归的变量选择及其在计算机模拟中的应用
Brian J Reich,Curtis B Storlie,Howard D Bondell
Brian J Reich
With many predictors, choosing an appropriate subset of the covariates is a crucial, and difficult, step in nonparametric regression. We propose a Bayesian nonparametric regression model for curve-fitting and variable selection. We use the ...
A I McLeod,E R Vingilis
A I McLeod
In many intervention analysis applications, time series data may be expensive or otherwise difficult to collect. In this case the power function is helpful, because it can be used to determine the probability that a proposed intervention an...