2 citations · 3 across the 4 of their papers we have counts for
4 papers
Sub-model aggregation for scalable eigenvector spatial filtering: Application to spatially varying coefficient modeling
Daisuke Murakami, Shonosuke Sugasawa, Hajime Seya +1
This study proposes a method for aggregating/synthesizing global and local sub-models for fast and flexible spatial regression modeling. Eigenvector spatial filtering (ESF) was use…
An Unbiased Predictor for Skewed Response Variable with Measurement Error in Covariate
Sepideh Mosaferi, Malay Ghosh, Shonosuke Sugasawa
We introduce a new small area predictor when the Fay-Herriot normal error model is fitted to a logarithmically transformed response variable, and the covariate is measured with err…
Semiparametric imputation using latent sparse conditional Gaussian mixtures for multivariate mixed outcomes
Shonosuke Sugasawa, Jae Kwang Kim, Kosuke Morikawa
This paper proposes a flexible Bayesian approach to multiple imputation using conditional Gaussian mixtures. We introduce novel shrinkage priors for covariate-dependent mixing prop…
A flexible family of distributions on the cylinder
Shonosuke Sugasawa, Kunio Shimizu, Shogo Kato
We propose a flexible family of distributions, generalized -distributions, on the cylinder which is obtained as a conditional distribution of a trivariate distribution. The…