116 citations · 269 across the 29 of their papers we have counts for
Showing 2015Show all
3 papers · 1 filter
stat.ME2015
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…
math.ST2015★ 7 cited
Consistency of Bayes factor for nonnested model selection when the model dimension grows
Min Wang, Yuzo Maruyama
Zellner's -prior is a popular prior choice for the model selection problems in the context of normal regression models. Wang and Sun [J. Statist. Plann. Inference 147 (2014) 95-…
math.ST2015★ 6 cited
An alternative to Moran's I for spatial autocorrelation
Yuzo Maruyama
Moran's I statistic, a popular measure of spatial autocorrelation, is revisited. The exact range of Moran's I is given as a function of spatial weights matrix. We demonstrate that…