4 citations · 4 across the 10 of their papers we have counts for
3 papers · 1 filter
Small Area Estimation with Spatially Varying Natural Exponential Families
Shonosuke Sugasawa, Yuki Kawakubo, Kota Ogasawara
Two-stage hierarchical models have been widely used in small area estimation to produce indirect estimates of areal means. When the areas are treated exchangeably and the model par…
A Variant of AIC based on the Bayesian Marginal Likelihood
Yuki Kawakubo, Tatsuya Kubokawa, Muni S. Srivastava
We propose information criteria that measure the prediction risk of a predictive density based on the Bayesian marginal likelihood from a frequentist point of view. We derive crite…
Conditional Akaike information under covariate shift with application to small area estimation
Yuki Kawakubo, Shonosuke Sugasawa, Tatsuya Kubokawa
In this study, we consider the problem of selecting explanatory variables of fixed effects in linear mixed models under covariate shift, which is when the values of covariates in t…