Manabu Kuroki

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 13

Top Topics

Multiple Regression Analysis

Observed Variables

Causal Relations

Online Discussion

Top Venues

J. Multivar. Anal.

Publications

Ryusei Shingaki, Manabu Kuroki
New Proportion Measures of Discrimination Based on Natural Direct and Indirect Effects. ISAIM (2024)
Yuta Kawakami, Manabu Kuroki, Jin Tian
Identification and Estimation of Conditional Average Partial Causal Effects via Instrumental Variable. CoRR (2024)
Yuta Kawakami, Manabu Kuroki, Jin Tian
Probabilities of Causation for Continuous and Vector Variables. CoRR (2024)
Ryusei Shingaki, Manabu Kuroki
Identification and Estimation of "Causes of Effects" using Covariate-Mediator Information. AISTATS (2024)
Taiki Tezuka, Manabu Kuroki
An unbiased estimator of the causal effect on the variance based on the back-door criterion in Gaussian linear structural equation models. J. Multivar. Anal. 197 (2023)
Yuta Kawakami, Manabu Kuroki, Jin Tian
Instrumental Variable Estimation of Average Partial Causal Effects. ICML (2023)
Ryusei Shingaki, Manabu Kuroki
Probabilities of Potential Outcome Types in Experimental Studies: Identification and Estimation Based on Proxy Covariate Information. AAAI (2023)
Yuta Kawakami, Ryusei Shingaki, Manabu Kuroki
Identification and Estimation of the Probabilities of Potential Outcome Types Using Covariate Information in Studies with Non-compliance. AAAI (2023)
Hisayoshi Nanmo, Manabu Kuroki
Partially adaptive regularized multiple regression analysis for estimating linear causal effects. UAI (2022)
Hisayoshi Nanmo, Manabu Kuroki
Exact variance formula for the estimated mean outcome with external intervention based on the front-door criterion in Gaussian linear structural equation models. J. Multivar. Anal. 185 (2021)
Ryusei Shingaki, Manabu Kuroki
Identification and Estimation of Joint Probabilities of Potential Outcomes in Observational Studies with Covariate Information. NeurIPS (2021)
Takashi Isozaki, Manabu Kuroki
Learning Causal Graphs with Latent Confounders in Weak Faithfulness Violations. New Gener. Comput. 35 (1) (2017)
Takashi Isozaki, Manabu Kuroki
Learning Maximal Ancestral Graphs with Robustness for Faithfulness Violations. AMBN@JSAI-isAI (2015)
Takahiro Hayashi, Manabu Kuroki
On Estimating Causal Effects based on Supplemental Variables. AISTATS (2014)
Manabu Kuroki, Zhihong Cai
Selection of Identifiability Criteria for Total Effects by using Path Diagrams CoRR (2012)
Hei Chan, Manabu Kuroki
Identification of Causal Effects in Linear SEMs using the Instrumental Variable Function. ISAIM (2012)
Manabu Kuroki, Zhihong Cai, Hiroki Motogaito
The Graphical Identification for Total Effects by using Surrogate Variables CoRR (2012)
Manabu Kuroki, Zhihong Cai
The Evaluation of Causal Effects in Studies with an Unobserved Exposure/Outcome Variable: Bounds and Identification CoRR (2012)
Zhihong Cai, Manabu Kuroki
On Identifying Total Effects in the Presence of Latent Variables and Selection bias CoRR (2012)
Manabu Kuroki, Zhihong Cai
Stratified Analysis of 'Probabilities of Causation'. CoRR (2012)
Manabu Kuroki, Zhihong Cai
Evaluation of the Causal Effect of Control Plans in Nonrecursive Structural Equation Models CoRR (2012)
Zhihong Cai, Manabu Kuroki
Counterfactual Reasoning in Linear Structural Equation Models CoRR (2012)
Hei Chan, Manabu Kuroki
Using Descendants as Instrumental Variables for the Identification of Direct Causal Effects in Linear SEMs. AISTATS (2010)
Zhihong Cai, Manabu Kuroki
On Identifying Total Effects in the Presence of Latent Variables and Selection bias. UAI (2008)
Manabu Kuroki, Zhihong Cai
On Identifying Total Effects in the Presence of Latent Variables and Selection bias. UAI (2008)
Manabu Kuroki, Zhihong Cai
Evaluation of the Causal Effect of Control Plans in Nonrecursive Structural Equation Models. UAI (2007)
Manabu Kuroki, Zhihong Cai
Stratified Analysis of 'Probabilities of Causation'. UAI (2006)
Zhihong Cai, Manabu Kuroki
Counterfactual Reasoning in Linear Structural Equation Models. UAI (2005)
Manabu Kuroki, Zhihong Cai
Instrumental variable tests for Directed Acyclic Graph Models. AISTATS (2005)
Manabu Kuroki, Zhihong Cai, Hiroki Motogaito
The Graphical Identification for Total Effects by using Surrogate Variables. UAI (2005)
Manabu Kuroki, Zhihong Cai
Selection of Identifiability Criteria for Total Effects by using Path Diagrams. UAI (2004)
Manabu Kuroki, Zhihong Cai
The Joint Causal Effect in Linear Structural Equation Model and Its Application to Process Analysis. AISTATS (2003)