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math.ST2022
Mixed-effects location-scale model based on generalized hyperbolic distribution
Yuki Fujinaga, Hiroki Masuda
Motivated by better modeling of intra-individual variability in longitudinal data, we propose a class of location-scale mixed effects models, in which the data of each individual i…
math.ST2022
Gaussian quasi-information criteria for ergodic Lévy driven SDE
Shoichi Eguchi, Hiroki Masuda
We consider relative model comparison for the parametric coefficients of a semiparametric ergodic Lévy driven model observed at high-frequency. Our asymptotics is based on the full…