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stat.ME2024
Modeling heterogeneity in higher-order moments while preserving mean and variance: application to spatio-temporal modeling
Hajime Kuno, Daisuke Murakami
In this study, we propose a general model capable of addressing heterogeneity in higher-order moments while preserving mean and variance, including the t, Laplace, and skew-normal…
stat.ME2017
Spatially filtered unconditional quantile regression: Application to a hedonic analysis
Daisuke Murakami, Hajime Seya
Unconditional quantile regression (UQR) attracts attention in various fields to investigate the impacts of explanatory variables on quantiles of the marginal distribution of an exp…