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stat.ME2023★ 1 cited
Mixed effects models for extreme value index regression
Koki Momoki, Takuma Yoshida
Extreme value theory (EVT) provides an elegant mathematical tool for the statistical analysis of rare events. When data are collected from multiple population subgroups, because so…
math.ST2023
Asymptotic theory for extreme value generalized additive models
Takuma Yoshida
The classical approach to analyzing extreme value data is the generalized Pareto distribution (GPD). When the GPD is used to explain a target variable with the large dimension of c…