3 papers
stat.ME2025
A Comparison for Non-Specialists of Workflow Steps and Similarity of Factor Rankings for Several Global Sensitivity Analysis Methods
Ken Newman, Shaini Naha, Leah Jackson-Blake +3
Global sensitivity analysis (GSA) is a recommended step in the use of computer simulation models. GSA quantifies the relative importance of model inputs on outputs (Factor Ranking)…
stat.ME2025
Adding structure to generalized additive models, with applications in ecology
David L Miller, Ken Newman, Thomas Cornulier
Generalized additive models (GAMs) connecting a set of scalar covariates that map 1-1 to a response are commonly employed in ecology and beyond. However, covariates are often inher…
stat.ME2025
Logistic regression models: practical induced prior specification
Ken B. Newman, Cristiano Villa, Ruth King
Bayesian inference for statistical models with a hierarchical structure is often characterized by specification of priors for parameters at different levels of the hierarchy. When…