Bayesian Fused Lasso Modeling via Horseshoe Prior

Yuko Kakikawa, Kaito Shimamura, Shuichi Kawano

Bayesian fused lasso is one of the sparse Bayesian methods, which shrinks both regression coefficients and their successive differences simultaneously. In this paper, we propose a…