Exact variance formula for the estimated mean outcome with external intervention based on the front-door criterion in Gaussian linear structural equation models. - Hisayoshi Nanmo; Manabu Kuroki (J. Multivar. Anal., 2021)

Partially adaptive regularized multiple regression analysis for estimating linear causal effects. - Hisayoshi Nanmo; Manabu Kuroki (UAI, 2022)

PCM Selector: Penalized Covariate-Mediator Selection Operator for Evaluating Linear Causal Effects. - Hisayoshi Nanmo; Manabu Kuroki (AAAI, 2025)