Search Results for author: Genya Kobayashi

Found 2 papers, 2 papers with code

Robust Fitting of Mixture Models using Weighted Complete Estimating Equations

1 code implementation8 Apr 2020 Shonosuke Sugasawa, Genya Kobayashi

This study proposes a method of weighted complete estimating equations (WCE) for the robust fitting of mixture models.

Methodology

Estimation and inference for area-wise spatial income distributions from grouped data

1 code implementation25 Apr 2019 Shonosuke Sugasawa, Genya Kobayashi, Yuki Kawakubo

Based on the multinomial likelihood function for grouped data, we propose a spatial state-space model for area-wise parameters of parametric income distributions.

Methodology

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