116 citations · 269 across the 29 of their papers we have counts for
5 papers · 1 filter
Noise Addition for Individual Records to Preserve Privacy and Statistical Characteristics: Case Study of Real Estate Transaction Data
Yuzo Maruyama, Ryoko Tone, Yasushi Asami
We propose a new method of perturbing a major variable by adding noise such that results of regression analysis are unaffected. The extent of the perturbation can be controlled usi…
A new Monte Carlo sampling in Bayesian probit regression
Yuzo Maruyama, William E. Strawderman
We study probit regression from a Bayesian perspective and give an alternative form for the posterior distribution when the prior distribution for the regression parameters is the…
Robust Bayesian variable selection with sub-harmonic priors
Yuzo Maruyama, William E. Strawderman
This paper studies Bayesian variable selection in linear models with general spherically symmetric error distributions. We propose sub-harmonic priors which arise as a class of mix…
A Bayes factor with reasonable model selection consistency for ANOVA model
Yuzo Maruyama
For the ANOVA model, we propose a new g-prior based Bayes factor without integral representation, with reasonable model selection consistency for any asymptotic situations (either…
Fully Bayes factors with a generalized g-prior
Yuzo Maruyama, Edward I. George
For the normal linear model variable selection problem, we propose selection criteria based on a fully Bayes formulation with a generalization of Zellner's -prior which allows f…