Genya Kobayashi

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 6

Top Topics

Mixture Modeling

Dirichlet Prior

Finite Mixtures

Model Based Clustering

Top Venues

Comput. Stat. Data Anal.

Publications

Yuki Kawakubo, Genya Kobayashi
Small area estimation of general finite-population parameters based on grouped data. Comput. Stat. Data Anal. 184 (2023)
Shonosuke Sugasawa, Genya Kobayashi
Robust fitting of mixture models using weighted complete estimating equations. Comput. Stat. Data Anal. 174 (2022)
Shonosuke Sugasawa, Genya Kobayashi, Yuki Kawakubo
Estimation and inference for area-wise spatial income distributions from grouped data. Comput. Stat. Data Anal. 145 (2020)
Genya Kobayashi, Kazuhiko Kakamu
Approximate Bayesian computation for Lorenz curves from grouped data. Comput. Stat. 34 (1) (2019)
Shonosuke Sugasawa, Genya Kobayashi, Yuki Kawakubo
Latent mixture modeling for clustered data. Stat. Comput. 29 (3) (2019)
Genya Kobayashi
Skew exponential power stochastic volatility model for analysis of skewness, non-normal tails, quantiles and expectiles. Comput. Stat. 31 (1) (2016)
Genya Kobayashi
A transdimensional approximate Bayesian computation using the pseudo-marginal approach for model choice. Comput. Stat. Data Anal. 80 (2014)
Genya Kobayashi, Hideo Kozumi
Bayesian analysis of quantile regression for censored dynamic panel data. Comput. Stat. 27 (2) (2012)