Kuroki Manabu 黒木学

… Alternative Names

KUROKI Manabu 黒木学

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Researcher Number	60334512
Other IDs
External Links
Affiliation (Current)	2025: 横浜国立大学, 大学院工学研究院, 教授
Affiliation (based on the past Project Information) *help	2017 – 2024: 横浜国立大学, 大学院工学研究院, 教授 2020: 統計数理研究所, データ科学研究系, 教授 2016: 統計数理研究所, データ科学研究系, 教授 2013 – 2016: 統計数理研究所, 大学共同利用機関等の部局等, 准教授 2015: 統計数理研究所, 大学共同利用機関等の部局等, 教授 … More 2014: 統計数理研究所, データ科学, 准教授 2012: 統計数理研究所, データ科学研究系, 准教授 2011: 統計数理研究所, 統計数理研究所・データ科学研究系, 准教授 2009 – 2010: Osaka University, 基礎工学研究科, 准教授 2007 – 2010: Osaka University, 大学院・基礎工学研究科, 准教授 2006: 大阪大学, 大学院基礎工学研究科, 助教授 2003 – 2005: 大阪大学, 大学院・基礎工学研究科, 助教授 2002: 東京工業大学, 大学院・社会理工学研究科, 助手 Less
Review Section/Research Field	Principal Investigator Statistical science / Basic Section 60030:Statistical science-related / Statistical science / Statistical science Except Principal Investigator Statistical science / Basic Section 61030:Intelligent informatics-related / Economic statistics / Statistical science
Keywords	Principal Investigator 総合効果 / 構造的因果モデル / 原因の確率 / 代用特性 / 因果的効果 / 線型構造方程式モデル / 未観測交絡因子 / 因果効果 / 反事実モデル / 共変量選択 … More / 操作変数法 / 因果ダイアグラム / 判別分析 / 潜在反応タイプ / 因果推論 / 交通コンフリクト / 統計的因果推論 / 共変量情報 / 同時介入 / ロジスティック回帰モデル / 正規線形回帰モデル / 存在範囲 / 潜在反応アプローチ / 補助変数 / 交絡因子 / 中間変数 / 代替エンドポイント / 間接効果 / 直接効果 / 線形計画法 / ハンティング現象 / 介入効果 / 非逐次型構造方程式モデル / ケースコントロール研究 / 事実モデル / 併合可能性 / 構造モデル / 反実仮想モデル / 治療効果 / 測定誤差 / 選択バイアス / 潜在変数 / グラフィカルモデル / 併合可能性条件 / グラフカルモデル … More Except Principal Investigator 因果推論 / FastICA / データマイニング / 公平性 / AI倫理 / 機械学習 / データ利活用 / 統計制度 / 経済統計学 / prior information / confirmatory analysis / factor analysis / factor score indeterminacy / causal inference / higher-order cumulant / nonnormality / モデルの適合度 / 飽和モデル / 同値モデル / モデルの適合 / 因果仮説 / 因果探索 / 事前情報 / 検証的分析 / 因子分析 / 因子不確定性 / 高次キュムラント / 非正規性 / Total effect / Causal analysis / Multicollinearity / Partial least squares / Mahalanobis distance / Discrimination / 条件付き介入 / 非線形判別 / 誤判別法 / 操作変数法 / PLS法 / MTS / 多重共線性 / Spline / Regression Analysis / decision trees / Statistical Graphics / Robust Estimation / Semiparametrics / Nonparametrics / Lifetime / 経時測定データ / データ適応型解析 / ノンパラメトリックス / スプライン関数 / Wavelet / ベキ変換 / 過小変動 / 超過変動 / 放射線暴露 / パス解析 / ウエーブレット / 分散分析法 / 平滑化 / ハザードモデル / 疑似尤度法 / スプライン / 回帰分析 / 2分木・多分木法 / 統計グラフィックス / ロバスト推定 / セミパラメトリック / ノンパラメトリック / 生存時間 / 学校評価 / 政策評価 / データ解析 / 欠測データの解析 / 統計検定 / 教育評価 / 統計的データ解析 / 計算機統計 / 医療統計 / 多種多様なデータ / 欠測データ / 教育の質保証 / ビッグデータ / 統計的因果推論 / ターゲットの母集団 / 交絡変数 / 欠測 / 統計学の哲学 / 分割表データ / 超高次元データ解析 / ICA / 無視不可能な欠測 / 反事実モデル / シンプソンのパラドックス / 構造方程式モデリング / 超高次元デ-タ解析 / 科学哲学 / 多変量解析 / 条件付も確率の理解と認識 / Humphreysのパラドックスと傾向説 / 多母集団同時分析 / 無視不可能な欠測・欠損 / 因果の方向 / 非正規性の利用 / 共分散選択 / 傾向スコア / 仮説と観察の歴史的経緯 / 条件付き確率の理解と認識 / 潜在変数モデル / 無視可能な欠測・欠損 Less

未観測交絡因子が存在する状況の下で因果関係を解明するための統計的感度分析法の開発Principal Investigator
- Principal Investigator
  
  黒木学
- Project Period (FY)
  2024 – 2028
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60030:Statistical science-related
- Research Institution
  Yokohama National University
Fairness-aware Machine Learing Based on the Modification of Causal Graphs
- Principal Investigator
  
  神嶌敏弘
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  Yokohama National University
  National Institute of Advanced Industrial Science and Technology
Statistical causal inference for developing the risk-averse data science technique.Principal Investigator
- Principal Investigator
  
  Kuroki Manabu
- Project Period (FY)
  2019 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60030:Statistical science-related
- Research Institution
  Yokohama National University
Formation of research utilization platform through structuring of official statistical micro data
- Principal Investigator
  
  Tsubaki Hiroe
- Project Period (FY)
  2016 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Economic statistics
- Research Institution
  The Institute of Statistical Mathematics
Development of statistical analysis for clarifying cause-effect relationships based on statistical causal modelsPrincipal Investigator
- Principal Investigator
  
  KUROKI Manabu
- Project Period (FY)
  2015 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Statistical science
- Research Institution
  Yokohama National University
  The Institute of Statistical Mathematics
Comprehensive study of statistical evaluation methods based on various types of data
- Principal Investigator
  
  Iwasaki Manabu
- Project Period (FY)
  2013 – 2016
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Statistical science
- Research Institution
  Seikei University
A new perspective for the effect decomposition problemPrincipal Investigator
- Principal Investigator
  
  KUROKI Manabu
- Project Period (FY)
  2011 – 2014
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Statistical science
- Research Institution
  The Institute of Statistical Mathematics
Reinforcement of Statistical Aspect of Causal Inference based on Counterfacturals and its Application.Principal Investigator
- Principal Investigator
  
  KUROKI Manabu
- Project Period (FY)
  2007 – 2010
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Statistical science
- Research Institution
  Osaka University
Comprehensive study on statistical causal inference
- Principal Investigator
  
  KANO Yutaka
- Project Period (FY)
  2006 – 2009
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Statistical science
- Research Institution
  Osaka University
最適計画を決定するための統計的因果分析法の開発Principal Investigator
- Principal Investigator
  
  黒木学
- Project Period (FY)
  2005 – 2006
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Statistical science
- Research Institution
  Osaka University
Studies on statistical analysis process of lifetime information
- Principal Investigator
  
  SHIRAHATA Shingo
- Project Period (FY)
  2003 – 2005
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Statistical science
- Research Institution
  Osaka University
Some New Findings on Selection of Variables in Multivariate Analysis
- Principal Investigator
  
  MIYAKAWA Masami
- Project Period (FY)
  2003 – 2004
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Statistical science
- Research Institution
  Tokyo Institute of Technology
Between ICA and SEM
- Principal Investigator
  
  KANO Yutaka
- Project Period (FY)
  2003 – 2005
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Statistical science
- Research Institution
  Osaka University
因果関係解明のための統計的推測法の開発Principal Investigator
- Principal Investigator
  
  黒木学
- Project Period (FY)
  2002 – 2003
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Statistical science
- Research Institution
  Osaka University
  Tokyo Institute of Technology

[Book] 数理統計学2020
- Author(s)
  黒木学
- Total Pages
  256
- Publisher
  共立出版
- ISBN
  9784320114296
- Data Source
  KAKENHI-PROJECT-19K11856
[Book] 構造的因果モデルの基礎2017
- Author(s)
  黒木学
- Total Pages
  320
- Publisher
  共立出版
- ISBN
  9784320113176
- Data Source
  KAKENHI-PROJECT-15K00060
[Book] 統計的因果推論-モデル, 推論, 推測-2009
- Author(s)
  黒木学
- Total Pages
  424
- Publisher
  共立出版
- Data Source
  KAKENHI-PROJECT-19700262
[Book] 統計的因果推論-モデル・推論・推測-2009
- Author(s)
  黒木学
- Total Pages
  424
- Publisher
  共立出版
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] Partially adaptive regularized multiple regression for estimating linear causal effects2024
- Author(s)
  Hisayoshi Nanmo and Manabu Kuroki
- Journal Title
  
  Proceedings of Machine Learning Research (UAI 2022)
  
  Volume: 180 Pages: 1456-1465
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K21700
[Journal Article] Instrumental variable estimation of average partial causal effects2023
- Author(s)
  Y．Kawakami．M．Kuroki．and J. Tian
- Journal Title
  
  The 40th International Conference on Machine Learning
  
  Volume: 40 Pages: 16097-16130
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K11856
[Journal Article] Instrumental Variable Estimation of Average Partial Causal Effects2023
- Author(s)
  Yuta Kawakami, Manabu Kuroki, Jin Tian
- Journal Title
  
  Proceedings of Machine Learning Research (ICML 2023)
  
  Volume: 202 Pages: 16097-16130
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K21700
[Journal Article] Probabilities of Potential Outcome Types in Experimental Studies: Identification and Estimation Based on Proxy Covariate Information2023
- Author(s)
  Shingaki Ryusei、Kuroki Manabu
- Journal Title
  
  Proceedings of the AAAI Conference on Artificial Intelligence
  
  Volume: 37 Issue: 10 Pages: 12287-12294
- DOI
  10.1609/aaai.v37i10.26448
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K11856, KAKENHI-PROJECT-23K21700
[Journal Article] An unbiased estimator of the causal effect on the variance based on the back-door criterion in Gaussian linear structural equation models2023
- Author(s)
  Tezuka Taiki、Kuroki Manabu
- Journal Title
  
  Journal of Multivariate Analysis
  
  Volume: 197 Pages: 105201-105201
- DOI
  10.1016/j.jmva.2023.105201
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K11856, KAKENHI-PROJECT-23K21700
[Journal Article] Identification and Estimation of the Probabilities of Potential Outcome Types Using Covariate Information in Studies with Non-compliance2023
- Author(s)
  Kawakami Yuta、Shingaki Ryusei、Kuroki Manabu
- Journal Title
  
  Proceedings of the AAAI Conference on Artificial Intelligence
  
  Volume: 37 Issue: 10 Pages: 12234-12242
- DOI
  10.1609/aaai.v37i10.26442
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K11856, KAKENHI-PROJECT-23K21700
[Journal Article] 情報論的主変数選択規準とその性質について2023
- Author(s)
  吉田悠夏、黒木学
- Journal Title
  
  行動計量学
  
  Volume: 50 Pages: 49-59
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K11856
[Journal Article] The estimated causal effect on the variance based on the front-door criterion in Gaussian linear structural equation models: an unbiased estimator with the exact variance2023
- Author(s)
  Kuroki Manabu、Tezuka Taiki
- Journal Title
  
  Statistical Papers
  
  Volume: - Issue: 3 Pages: 1285-1308
- DOI
  10.1007/s00362-023-01401-8
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K11856, KAKENHI-PROJECT-23K21700
[Journal Article] Principal Variable Section Criteria using Inverse Partial Correlation Matrix and the Characterization based on Graphical Models2023
- Author(s)
  吉田悠夏、黒木学
- Journal Title
  
  Journal of The Japanese Society for Quality Control
  
  Volume: 53 Issue: 4 Pages: 239-251
- DOI
  10.20684/quality.53.4_239
- ISSN
  0386-8230, 2432-1044
- Year and Date
  2023-10-15
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K11856
[Journal Article] Identification and Estimation of the Probabilities of Potential Outcome Types using Covariate Information in Studies with Non-Compliance2022
- Author(s)
  Kawakami, Y., Shingaki, R. and Kuroki, M.
- Journal Title
  
  Proceedings of theThirty-Seventh AAAI Conference on Artificial Intelligence
  
  Volume: 37
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K11856
[Journal Article] Probabilities of Potential Outcome Types in Experimental Studies: Identification and Estimation based on Proxy Covariate Information2022
- Author(s)
  Shingaki, R. and Kuroki, M.
- Journal Title
  
  Proceedings of theThirty-Seventh AAAI Conference on Artificial Intelligence
  
  Volume: 37
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K11856
[Journal Article] The Integrated Estimator of the Total Effect using the Effect Restoration Method and the Conditional Instrumental Variable Method2022
- Author(s)
  東川知樹、田口千恵、黒木学、宮川雅巳
- Journal Title
  
  Journal of The Japanese Society for Quality Control
  
  Volume: 52 Issue: 3 Pages: 165-177
- DOI
  10.20684/quality.52.3_165
- ISSN
  0386-8230, 2432-1044
- Year and Date
  2022-07-15
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K11856
[Journal Article] Partially adaptive regularized multiple regression analysis for estimating linear causal effects2022
- Author(s)
  Nanmo,H. and Kuroki, M.
- Journal Title
  
  Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence
  
  Volume: 180 Pages: 1456-1465
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K11856
[Journal Article] Identification and Estimation of Joint Probabilities of Potential Outcomes in Observational Studies with Covariate Information2021
- Author(s)
  R. Shingaki and M. Kuroki
- Journal Title
  
  NeurIPS 2021
  
  Volume: -
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K21700
[Journal Article] クラスタワイズ多変量カーネルリッジ回帰分析法とその応用2021
- Author(s)
  川上祐大・黒木学
- Journal Title
  
  応用統計学
  
  Volume: 50 Pages: 1-20
- NAID
  130008071055
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K11856
[Journal Article] Identification and Estimation of Joint Probabilities of Potential Outcomes in Observational Studies with Covariate Information2021
- Author(s)
  Shingaki, R. and Kuroki, M.
- Journal Title
  
  Advances in Neural Information Processing System
  
  Volume: 34
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K11856
[Journal Article] Exact variance formula for the estimated mean outcome with external intervention based on the front-door criterion in Gaussian linear structural equation models2021
- Author(s)
  Nanmo,H. and Kuroki, M.
- Journal Title
  
  Journal of Multivariate Analysis
  
  Volume: 185 Pages: 104766-104766
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K11856
[Journal Article] Exact variance formula for the estimated mean outcome with external intervention based on the front-door criterion in Gaussian linear structural equation models2021
- Author(s)
  H. Nanmo and M. Kuroki
- Journal Title
  
  Journal of Multivariate Analysis
  
  Volume: 185 Pages: 104766-104766
- DOI
  10.1016/j.jmva.2021.104766
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K21700
[Journal Article] Selection and integration of generalized instrumental variables for estimating total effects2021
- Author(s)
  R. Shingaki, H. Kanda, and M. Kuroki
- Journal Title
  
  Statistical Papers
  
  Volume: 62 Issue: 5 Pages: 2355-2381
- DOI
  10.1007/s00362-020-01190-4
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K21700
[Journal Article] 外的操作による線形回帰モデルの変化について2021
- Author(s)
  黒木学, 田口千恵, 川上裕大, 小林輝樹
- Journal Title
  
  品質
  
  Volume: 51 Pages: 239-246
- NAID
  130008151140
- Data Source
  KAKENHI-PROJECT-19K11856
[Journal Article] 重み付き条件付き操作変数推定量の性質と工程解析への応用2020
- Author(s)
  神田博・黒木学
- Journal Title
  
  品質
  
  Volume: 50
- NAID
  130007882044
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K11856
[Journal Article] Proportion of treatment effect mediated by surrogate endpoints2020
- Author(s)
  Kuroki Manabu、Shingaki Ryusei、Qu Yongming
- Journal Title
  
  Biometrical Journal
  
  Volume: 63 Issue: 1 Pages: 105-121
- DOI
  10.1002/bimj.202000119
- Data Source
  KAKENHI-PROJECT-19K11856
[Journal Article] 予測型主変数選択規準と統計的品質管理への応用-ケーススタディ-2020
- Author(s)
  黒木学・松浦峻
- Journal Title
  
  品質
  
  Volume: 50 Pages: 4-11
- Data Source
  KAKENHI-PROJECT-19K11856
[Journal Article] Variance formulas for estimated mean response and predicted response with external intervention based on the back-door criterion in linear structural equation models2020
- Author(s)
  Kuroki Manabu、Nanmo Hisayoshi
- Journal Title
  
  AStA Advances in Statistical Analysis
  
  Volume: 104 Issue: 4 Pages: 667-685
- DOI
  10.1007/s10182-020-00372-7
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K11856
[Journal Article] 予測型主変数選択規準と統計的品質管理への応用-基本的なアイデア-2019
- Author(s)
  黒木学・松浦峻
- Journal Title
  
  品質
  
  Volume: 49 Pages: 11-16
- Data Source
  KAKENHI-PROJECT-19K11856
[Journal Article] New Traffic Conflict Measure Based on a Potential Outcome Model2019
- Author(s)
  Kentaro Yamada, Manabu Kuroki
- Journal Title
  
  Journal of Causal Inference
  
  Volume: 7 Issue: 1
- DOI
  10.1515/jci-2018-0001
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15K00060
[Journal Article] Counterfactual based Rrevented and Preventable Ｐｒｏｐｏｒｔｉｏｎｓ2017
- Author(s)
  K.Yamada and M.Kuroki
- Journal Title
  
  Journal of Causal Inference
  
  Volume: ５ Issue: 2
- DOI
  10.1515/jci-2016-0020
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15K00060
[Journal Article] Learning Causal Graphs with Latent Confounders in Weak Faithfulness Violations2017
- Author(s)
  Takashi Isozaki,Manabu Kuroki
- Journal Title
  
  New Generation Computing
  
  Volume: 35 Issue: 1 Pages: 29-45
- DOI
  10.1007/s00354-016-0003-x
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02013, KAKENHI-PROJECT-25240005, KAKENHI-PROJECT-15K00060
[Journal Article] Predictive Principal Variable Selection for Linear Regression Analysis2017
- Author(s)
  M.Kuroki and S.Matsuura
- Journal Title
  
  Journal of the Japanese Society for Quality Control
  
  Volume: 48 Pages: 90-104
- NAID
  130007807928
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15K00060
[Journal Article] データの線形構造を考慮したクラスター分析法と解析結果のビジュアル化について2017
- Author(s)
  黒木学・山下遥
- Journal Title
  
  日本経営工学会誌
  
  Volume: 68 Pages: 1-12
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15K00060
[Journal Article] The Identification of Direct and Indirect Effects in Studies with an Unmeasured Intermediate Variable2016
- Author(s)
  Kuroki. M
- Journal Title
  
  Scandinavian Journal of Statistics
  
  Volume: 43 Issue: 1 Pages: 228-245
- DOI
  10.1111/sjos.12176
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25240005, KAKENHI-PROJECT-16H02013, KAKENHI-PROJECT-15K00060
[Journal Article] 潜在反応モデルを利用した交通コンフリクト指標の定式化2016
- Author(s)
  山田健太郎・黒木　学
- Journal Title
  
  応用統計学
  
  Volume: 45 Pages: 1-24
- NAID
  130005171063
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25240005
[Journal Article] New Traffic Conflict Measures Using Potential Outcome Models2016
- Author(s)
  山田健太郎, 黒木学
- Journal Title
  
  Ouyou toukeigaku
  
  Volume: 45 Issue: 1-2 Pages: 1-24
- DOI
  10.5023/jappstat.45.1
- NAID
  130005171063
- ISSN
  0285-0370, 1883-8081
- Language
  Japanese
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-16H02013, KAKENHI-PROJECT-15K00060
[Journal Article] On the Estimation Accuracy of Causal Effects using Supplementary Variables2016
- Author(s)
  Manabu Kuroki,Takahiro Hayashi
- Journal Title
  
  Scandinavian Journal of Statistics
  
  Volume: 43 Issue: 2 Pages: 505-519
- DOI
  10.1111/sjos.12188
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02013, KAKENHI-PROJECT-25240005, KAKENHI-PROJECT-15K00060
[Journal Article] The development of statistical models for predicting surgical site infections in Japan: Toward a statistical model-based standardized infection ratio.2016
- Author(s)
  Fukuda H, Kuroki M.
- Journal Title
  
  Infection Control and Hospital Epidemiology
  
  Volume: 37 Issue: 3 Pages: 260-271
- DOI
  10.1017/ice.2015.302
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25713029, KAKENHI-PROJECT-25240005, KAKENHI-PROJECT-15K00060
[Journal Article] Learning Maximal Ancestral Graphs with Robustness for Faithfulness Violations2015
- Author(s)
  T. Isozaki and M. Kuroki
- Journal Title
  
  Advanced Methodologies for Bayesian Networks
  
  Volume: 2 Pages: 196-209
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-15K00060
[Journal Article] Causal measures of the treatment effect captured by candidate surrogate endpoints2015
- Author(s)
  .Kobayashi，F and Kuroki，M
- Journal Title
  
  Journal of Agricultural, Biological, and Environmental Statistics
  
  Volume: 20 Issue: 3 Pages: 409-430
- DOI
  10.1007/s13253-015-0215-4
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25240005
[Journal Article] Causal measures of the treatment effect captured by candidate surrogate endpoints2015
- Author(s)
  F.Kobayashi and M.Kuroki
- Journal Title
  
  Journal of Agricultural, Biological, and Environmental Statistics
  
  Volume: 20 Pages: 409-430
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-15K00060
[Journal Article] 統計的因果推論における原因の確率とその評価2014
- Author(s)
  黒木学
- Journal Title
  
  統計数理
  
  Volume: 62 Pages: 423-437
- NAID
  120006020816
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-23500346
[Journal Article] 中間特性を用いた場合の総合効果の推定精度について2014
- Author(s)
  黒木学・林崇弘
- Journal Title
  
  品質
  
  Volume: 44 Pages: 429-440
- NAID
  110009890786
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-23500346
[Journal Article] 統計的因果推論における原因の確率とその評価2014
- Author(s)
  黒木　学
- Journal Title
  
  統計数理
  
  Volume: 62 Pages: 45-58
- NAID
  120006020816
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25240005
[Journal Article] Effect restoration and measurement bias in causal inference2014
- Author(s)
  Kuroki, M. and Pearl, J.
- Journal Title
  
  Biometrika
  
  Volume: 101 Pages: 423-437
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25240005
[Journal Article] A New Proportion Measure of The Treatment Effect Captured by Candidate Surrogate Endpoints2014
- Author(s)
  F.Kobayashi and M.Kuroki
- Journal Title
  
  Statistics in Medicine
  
  Volume: 33 Pages: 3338-3353
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-23500346
[Journal Article] Effect restoration and measurement bias in causal inference2014
- Author(s)
  Kuroki, M. and Pearl, J.
- Journal Title
  
  Biometrika
  
  Volume: 101 Pages: 423-437
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-23500346
[Journal Article] A new proportion measure of the treatment effect captured by candidate surrogate endpoints2014
- Author(s)
  Kobayashi, F. and Kuroki, M.
- Journal Title
  
  Statistics in Medicine
  
  Volume: 33 Pages: 3338-3353
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25240005
[Journal Article] 中間特性を用いた場合の総合効果の推定精度について2014
- Author(s)
  黒木　学・林　崇弘
- Journal Title
  
  品質
  
  Volume: 44 Pages: 429-440
- NAID
  110009890786
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25240005
[Journal Article] カーネル主変数選択法とその応用2013
- Author(s)
  佐野夏樹・黒木学
- Journal Title
  
  品質
  
  Volume: 43 Pages: 387-400
- NAID
  110009625095
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500346
[Journal Article] Sharp Bounds on The Causal Effect using a Surrogate Endpoint2013
- Author(s)
  M.Kuroki
- Journal Title
  
  Statistics in Medicine
  
  Volume: 32 Pages: 4338-4347
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500346
[Journal Article] Medical diagnostic test based on the potential test result approach2013
- Author(s)
  A.Kada, A., Cai, Z. and Kuroki, M.
- Journal Title
  
  Journal of Applied Statistics
  
  Volume: 40 Issue: 8 Pages: 1659-1672
- DOI
  10.1080/02664763.2013.789832
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25240005
[Journal Article] Toward the rational　use of standardized infection ratios to benchmark surgical site　infections2013
- Author(s)
  Fukuda H, Morikane K, Kuroki M, Taniguchi S, Shinzato T, Sakamoto F,　Okada K, Matsukawa H, Ieiri Y, Hayashi K, Kawai S.
- Journal Title
  
  American Journal of Infection Control
  
  Volume: 41 Pages: 810-814
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500346
[Journal Article] Medical Diagnostic Test based on the Potential Test Result Approach,2013
- Author(s)
  A.Kada, Z.Cai and M. Kuroki
- Journal Title
  
  Journal of Applied Statistics
  
  Volume: 40 Pages: 1659-1672
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500346
[Journal Article] Impact of surgical site infections after open and laparoscopic colon and rectal surgeries on postoperative resource consumption2013
- Author(s)
  Fukuda H, Morikane K, Kuroki M, Kawai S, Hayashi K, Ieiri Y, Matsukawa H, Okada K, Sakamoto F, Shinzato T, Taniguchi S.
- Journal Title
  
  Infection
  
  Volume: 40 Pages: 649-659
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500346
[Journal Article] カーネル主変数選択法とその応用2013
- Author(s)
  佐野夏樹・黒木　学
- Journal Title
  
  品質
  
  Volume: 43 Pages: 387-400
- NAID
  110009625095
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25240005
[Journal Article] Sharp bounds on the causal effect using a surrogate endpoint2013
- Author(s)
  Kuroki, M.
- Journal Title
  
  Statistics in Medicine
  
  Volume: 32 Issue: 25 Pages: 4338-4347
- DOI
  10.1002/sim.5873
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25240005
[Journal Article] Optimizing a control plan using causal diagram2012
- Author(s)
  M．Kuroki
- Journal Title
  
  Journal of Applied Statistics
  
  Volume: 27 Pages: 673-694
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500346
[Journal Article] Discussion on "Experimental designs for identifying causal mechanisms"2012
- Author(s)
  M.Kuroki
- Journal Title
  
  Journal of the Royal Statistical Society, Series A
  
  Volume: 173 Pages: 37-38
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500346
[Journal Article] 構造的因果モデルについて2012
- Author(s)
  黒木学・小林史明
- Journal Title
  
  計量生物学
  
  Volume: 32 Pages: 119-144
- NAID
  10030631609
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500346
[Journal Article] 誤差相関のない確認的直交二因子モデルの探索可能性について2012
- Author(s)
  水関裕人・黒木学
- Journal Title
  
  応用統計学
  
  Volume: 41 Pages: 129-152
- NAID
  10031140403
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500346
[Journal Article] ロジスティック回帰モデルにおける弱併合可能性について2012
- Author(s)
  水関裕人・黒木学
- Journal Title
  
  品質
  
  Volume: 42 Pages: 139-147
- NAID
  110009327969
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500346
[Journal Article] カーネルMTシステムとその応用2012
- Author(s)
  佐野夏樹・黒木学
- Journal Title
  
  品質
  
  Volume: 42 Pages: 127-138
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500346
[Journal Article] 無向独立グラフに基づく線形回帰モデルにおける弱併合可能条件2011
- Author(s)
  黒木学・水関裕人
- Journal Title
  
  品質誌
  
  Volume: 41(印刷中)
- NAID
  110008608064
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] 無向独立グラフに基づく線形回帰モデルにおける弱併合可能条件2011
- Author(s)
  黒木学・水関裕人
- Journal Title
  
  品質 (印刷中)
- NAID
  110008608064
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] 無向独立グラフに基づく線形回帰モデルにおける弱併合可能条件2011
- Author(s)
  黒木学・水関裕人
- Journal Title
  
  品質
  
  Volume: 41 Pages: 250-259
- NAID
  110008608064
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500346
[Journal Article] Statistical analysis of probabilities of causation2011
- Author(s)
  M．Kuroki and Z．Cai
- Journal Title
  
  Scandinavian Journal of Statistics
  
  Volume: 38 Pages: 564-577
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23500346
[Journal Article] Statistical analysis of "probabilities of causation" using covariate information2011
- Author(s)
  M.Kuroki, Z.Cai
- Journal Title
  
  Scandinavian Journal of Statistics (掲載決定)
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] 無向独立グラフによるI因子モデルの特徴づけとその応用2010
- Author(s)
  黒木学・渡邉創人
- Journal Title
  
  品質 40
  
  Pages: 55-63
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] Sharp Bounds on Causal Effects in Case-Control/Cohort Studies.2010
- Author(s)
  M. Kuroki, Z. Cai, Z. Geng
- Journal Title
  
  Biometrika (in press)
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] Sharp bounds on causal effects in case-control/cohort studies2010
- Author(s)
  M.Kuroki, Z.Cai, Z.Geng
- Journal Title
  
  Biometrika 97
  
  Pages: 123-132
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] 線形構造方程式モデルに基づく因果効果のグラフィカル識別可能条件2010
- Author(s)
  黒木学・陳希
- Journal Title
  
  人工知能学会誌 25
  
  Pages: 819-825
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] Sharp Bounds on Causal Effects in Case-Control/Cohort Studies2010
- Author(s)
  M.Kuroki, Z.Cai, Z.Geng
- Journal Title
  
  Biometrika (In press)
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] An extended set of graphical criteria for the identification of direct causal effects in linear SEMs2010
- Author(s)
  H.Chan, M.Kuroki
- Journal Title
  
  Artificial Intelligence and Statistics 13
  
  Pages: 73-80
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] 線形構造方程式モデルに基づく因果効果のグラフィカル識別可能条件2010
- Author(s)
  黒木学・陳希
- Journal Title
  
  人工知能学会誌
  
  Volume: 25 Pages: 819-825
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] An extended set of graphical criteria for the identification of direct causal effects in linear SEMs2010
- Author(s)
  H.Chan, M.Kuroki
- Journal Title
  
  Artificial Intelligence and Statistics
  
  Volume: 13 Pages: 73-80
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] The evaluation of causal effects in studies with an unobserved exposure/outcome Variable : Bounds and Identification2008
- Author(s)
  M.Kuroki, Z.Cai
- Journal Title
  
  Uncertainty in Artificial Intelligence 24
  
  Pages: 333-340
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] Bounds on direct effects in the presence of confounded intermediate variables.2008
- Author(s)
  Z.Cai, M.Kuroki, J.Pearl, J.Tian
- Journal Title
  
  Biometrics 64
  
  Pages: 695-701
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] Formulating tightest bounds on causal effects in studies with unmeasured confounders2008
- Author(s)
  M.Kuroki, Z.Cai
- Journal Title
  
  Statistics in Medicine 27
  
  Pages: 6597-6611
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] On identifying total effects in the presence of latent variables and selection bias2008
- Author(s)
  Z.Cai, M.Kuroki
- Journal Title
  
  Uncertainty in Artificial Intelligence 24
  
  Pages: 62-69
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] The Evaluation of Causal Effects in Studies with an Unobserved Exposure/Outcome Variable : Bounds and Identification2008
- Author(s)
  M. Kuroki, et.al.
- Journal Title
  
  Uncertainty in Artificial Intelligence 24
  
  Pages: 333-340
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] Formulating Tightest Bounds on Causal Effects in Studies with Unmeasured Confounders2008
- Author(s)
  M. Kuroki, et.al.
- Journal Title
  
  Statistics in Medicine 27
  
  Pages: 6597-6611
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] 分散に対する因果効果の定量的評価と工程解析への応用2008
- Author(s)
  黒木学
- Journal Title
  
  品質 38
  
  Pages: 87-98
- NAID
  110006862147
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] Bounds on direct effects in the presence of confounded intermediate variables.2008
- Author(s)
  Z. Cai, M. Kuroki, J. Pearl, J. Tian
- Journal Title
  
  Biometrics 64
  
  Pages: 695-701
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] Graphical Identifiability Criteria for Average Causal Effects in Studies with an Unobserved Treatment/ Response Variable2007
- Author(s)
  M. Kuroki
- Journal Title
  
  Biometrika 94
  
  Pages: 37-47
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] Graphical Identifiability Criteria for Average Causal Effects in Studies with an Unobserved Treatment/Response Variable2007
- Author(s)
  M.Kuroki
- Journal Title
  
  The 6th Annual Hawaii International Conference on Statistics, Mathematics and Related Fields (In Press)
- Data Source
  KAKENHI-PROJECT-17700279
[Journal Article] Evaluation of the causal effect of control plans in non-recursive structural equation models2007
- Author(s)
  M.Kuroki, Z.Cai
- Journal Title
  
  Uncertainty in Artificial Intelligence 23
  
  Pages: 227-234
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] 未観測交絡因子が存在する場合の総合効果の識別可能条件2007
- Author(s)
  黒木学
- Journal Title
  
  応用統計学 36
  
  Pages: 71-85
- NAID
  10020017956
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] Evaluation of the Causal Effect of Control Plans in Non-Recursive Structural Equation Models2007
- Author(s)
  M. Kuroki, et al.
- Journal Title
  
  Uncertainty in Artificial Intelligence 23
  
  Pages: 227-234
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] 統計的因果推論---因果的効果の識別可能問題におけるベイジアンネットワークの役割---2007
- Author(s)
  黒木学
- Journal Title
  
  人工知能学会誌 22
  
  Pages: 328-335
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] On Recovering Population's Covariance Matrix in the Presence of Selection Bias2007
- Author(s)
  M.Kuroki, et al.
- Journal Title
  
  The 6th Annual Hawaii International Conference on Statistics,Mathematics and Related Fields (In Press)
- Data Source
  KAKENHI-PROJECT-17700279
[Journal Article] Graphical identifiability criteria for average causal effects in studies with an unobserved treatment/response variable2007
- Author(s)
  M.Kuroki
- Journal Title
  
  Biometrika 94
  
  Pages: 37-47
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] Nonparametric bounds of treatment effects with noncompliance by covariate adjustment2007
- Author(s)
  Z.Cai, M.Kuroki, T.Sato
- Journal Title
  
  Statistics in Medicine 26
  
  Pages: 3188-3204
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19700262
[Journal Article] Nonparametric bounds of Treatment Effects with Noncompliance by Covariate Adjustment2007
- Author(s)
  Z.Cai, M.Kuroki, et al.
- Journal Title
  
  Statistics in Medicine (In Press)
- Data Source
  KAKENHI-PROJECT-17700279
[Journal Article] On recovering population's covariance matrix in the presence of selection bias.2006
- Author(s)
  Kuroki, M., et al.
- Journal Title
  
  Biometrika 93(印刷中)
- Data Source
  KAKENHI-PROJECT-15300091
[Journal Article] Stratified Analysis of "Probabilities of Causation"2006
- Author(s)
  M.Kuroki, et al.
- Journal Title
  
  Uncertainty in Artificial Intelligence 22
  
  Pages: 249-256
- Data Source
  KAKENHI-PROJECT-17700279
[Journal Article] 選択バイアスデータに基づく直接効果の推定について2006
- Author(s)
  黒木学
- Journal Title
  
  日本品質管理学会第36回年度大会研究発表会予稿集
  
  Pages: 199-202
- Data Source
  KAKENHI-PROJECT-17700279
[Journal Article] Bound on the average causal effect in studies with a latent response variables2005
- Author(s)
  Kuroki, M., et al.
- Journal Title
  
  Metrika 61
  
  Pages: 63-71
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15300091
[Journal Article] Instrumental Variable Tests for Directed Acyclic Graph Models2005
- Author(s)
  M.Kuroki, et al.
- Journal Title
  
  Artificial Intelligence and Statistic 10
  
  Pages: 190-197
- Data Source
  KAKENHI-PROJECT-17700279
[Journal Article] 操作変数の探索可能性について2005
- Author(s)
  黒木学他
- Journal Title
  
  2005年度統計関連学会連合大会講演報告集
  
  Pages: 51-51
- Data Source
  KAKENHI-PROJECT-17700279
[Journal Article] Bound on the average causal effect in studies with a latent response variables2005
- Author(s)
  Kuroki, M.
- Journal Title
  
  Metrika 61
  
  Pages: 63-71
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15300091
[Journal Article] Graphical Identifiability Criteria for Total Effects by using Surrogate Variables2005
- Author(s)
  M.Kuroki, et al.
- Journal Title
  
  Uncertainty in Artificial Intelligence 21
  
  Pages: 340-345
- Data Source
  KAKENHI-PROJECT-17700279
[Journal Article] On Estimable Effects and Aliasing Patterns in Shainin's Variable Search2004
- Author(s)
  Zhihong CAI, Masami MIYAKAWA, Manabu KUROKI
- Journal Title
  
  J.Japanese Society for Quality Control 34・4
  
  Pages: 109-120
- NAID
  110003161863
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15500182
[Journal Article] Graphical Identifiability Criteria for Total Effects in Studies with An Observed Response Variable2004
- Author(s)
  Kuroki, M., Miyakawa, M.
- Journal Title
  
  Behaviormetrika 31・1
  
  Pages: 13-28
- Data Source
  KAKENHI-PROJECT-15500182
[Journal Article] Graphical identifiability criteria for total effects in studies with an unobserved response variable2004
- Author(s)
  Manabu Kuroki, Masami Miyakawa
- Journal Title
  
  Behaviormetrik 31(1)
  
  Pages: 13-28
- NAID
  110003709188
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15500182
[Journal Article] On Estimable Effects and Aliasing Patterns in Shainin's Variable Search2004
- Author(s)
  Zhihong CAI, Masami MIYAKAWA, Manabu KUROKI
- Journal Title
  
  J.Japanese Society for Quality Control 34(4)
  
  Pages: 407-418
- NAID
  110003161863
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15500182
[Journal Article] Selection of identifiability criteria for total effects by using path diagrams2004
- Author(s)
  Kuroki, M. et al.
- Journal Title
  
  Uncertainty in Artificial Intelligence 20
  
  Pages: 333-340
- Data Source
  KAKENHI-PROJECT-15300091
[Journal Article] 群間に共通な線形傾向を仮定したクラスタリング法とその応用2004
- Author(s)
  黒木学, 平田大, 宮川雅巳
- Journal Title
  
  計算機統計学 16・2
- NAID
  110001238549
- Data Source
  KAKENHI-PROJECT-15500182
[Journal Article] On Estimable Effects and Aliasing Patterns in Shainin's Variable Search2004
- Author(s)
  Cai, Z., Miyakawa, M., Kuroki, M.
- Journal Title
  
  J.Japanese Society for Quality Control 34・4
  
  Pages: 407-418
- NAID
  110003161863
- Data Source
  KAKENHI-PROJECT-15500182
[Journal Article] Graphical Identifiability Criteria for Total Effects in Studies with an Unobserved Response Variable2004
- Author(s)
  Manabu Kuroki, Masami Miyakawa
- Journal Title
  
  Behaviormetrika 31・1
  
  Pages: 13-28
- NAID
  110003709188
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15500182
[Journal Article] Collapsibility in Regression Model and Covaritate Selection2003
- Author(s)
  Masami MIYAKAWA, Manabu KUROKI, Fumiaki KOBAYASHI
- Journal Title
  
  J.Japanese Society for Quality Control 33(1)
  
  Pages: 128-133
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15500182
[Journal Article] Clustering algorithm through the common linearity trend among clusters and its application2003
- Author(s)
  Manabu KUROKI, Masaru HIRATA, Masami MIYAKAWA
- Journal Title
  
  Journal of the Japanese Society of Computational Statistics 16(2)
  
  Pages: 157-166
- NAID
  110001238549
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15500182
[Journal Article] Covariate selection for estimating the causal effect of control plans by using causal diagrams2003
- Author(s)
  Manabu Kuroki, Masami Miyakawa
- Journal Title
  
  J.Roy.Statist.Soc.B 65(1)
  
  Pages: 209-222
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15500182
[Journal Article] Instrumental Variable(IV) Selection for Estimating Total Effects in Conditional IV Method2003
- Author(s)
  Manabu KUROKI, Masami MIYAKAWA, Ryouhei KAWATA
- Journal Title
  
  Japanese J.Appl. Statist 32(2)
  
  Pages: 89-100
- NAID
  10011938365
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-15500182
[Journal Article] 群間に共通な線形傾向を仮定したクラスタリング法とその応用2003
- Author(s)
  黒木学, 平田大, 宮川雅巳
- Journal Title
  
  計算機統計学 16・2
  
  Pages: 157-166
- NAID
  110001238549
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15500182
[Journal Article] 回帰モデルにおける併合可能条件と共変量選択2003
- Author(s)
  宮川雅巳, 黒木学, 小林史明
- Journal Title
  
  品質 33・1
  
  Pages: 128-133
- NAID
  110003146130
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15500182
[Journal Article] Covariate selection for estimating the causal effect of control plans by using causal diagrams2003
- Author(s)
  Manabu Kuroki, Masami Miyakawa
- Journal Title
  
  J.Roy.Statist.Soc.B 65・1
  
  Pages: 209-222
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15500182
[Journal Article] 条件付き操作変数法の推定精度と操作変数の選択2003
- Author(s)
  黒木学, 宮川雅巳, 川田亮平
- Journal Title
  
  応用統計学 32・2
  
  Pages: 89-100
- NAID
  10011938365
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-15500182
[Presentation] 実験データと観察データを利用した効果復元法2024
- Author(s)
  吉田悠夏・黒木学・Kathika Mohan
- Organizer
  日本経営工学会関東支部学生論文発表会2023
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] 線形構造因果モデルにおける総合効果の効率的な推定－一般化操作変数推定量とフロントドア推定量の統合－2024
- Author(s)
  手塚大樹・黒木学
- Organizer
  第18回日本統計学会春季集会
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] 観察データと実験データの融合による因果効果の潜在的異質性評価のための効果回復法2024
- Author(s)
  吉田悠夏・黒木学・Kathika Mohan
- Organizer
  第18回日本統計学会春季集会
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] リッジタイプ主変数選択規準とその性質について2023
- Author(s)
  吉田悠夏・黒木学
- Organizer
  日本経営工学会2023年春季大会
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] リッジタイプ分散共分散行列を用いた主変数選択問題における多重共線性対策2023
- Author(s)
  吉田悠夏・黒木学
- Organizer
  日本品質管理学会第 133回研究発表会
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] 情報論的主変数選択規準とマルコフ・ネットワークによる特徴づけ2023
- Author(s)
  吉田悠夏・黒木学
- Organizer
  日本品質管理学会第131回研究発表会
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] Proportion-based sensitivity measures of uncontrolled confounding bias2023
- Author(s)
  吉田悠夏・黒木学
- Organizer
  日本品質管理学会第53回年次大会研究発表会
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] 部分的L1 正則化法を用いたグルメレイティングサイトにおける要因効果の推定2023
- Author(s)
  渡邊美月・本間光祐・吉田悠夏・黒木学・高橋啓
- Organizer
  日本品質管理学会第53回年次大会研究発表会
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] 情報論的予測型主変数選択規準2023
- Author(s)
  西澤透・黒木学
- Organizer
  日本計算機統計学会第37回大会
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] 共変量情報に基づいた潜在結果変数の同時確率の識別と推定2023
- Author(s)
  新垣隆生・黒木学
- Organizer
  第17回日本統計学会春季集会
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] グラフィカルモデルに基づく新たな主変数選択規準とその性質について2022
- Author(s)
  吉田悠夏・黒木学
- Organizer
  日本計算機統計学会第36回シンポジウム
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] フロントドア基準に基づく分散に対する因果効果の不偏推定量の定式化2022
- Author(s)
  手塚大樹・黒木学
- Organizer
  日本計算機統計学会第36回シンポジウム
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] An Unbiased Estimator of the Causal Effect on the Mean/Variance under the Adaptive Control and Its Application to Quality Control2022
- Author(s)
  T.Tezuka and M.Kuroki
- Organizer
  The 22th ANQ Quality Congress (ANQ 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] 多重共線性を考慮したクラスタワイズ回帰分析法の変数選択規準2022
- Author(s)
  佐藤光一・黒木学
- Organizer
  日本計算機統計学会第36回シンポジウム
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] 共変量情報を利用した「原因の確率」の定量的評価-識別可能性と存在範囲-2021
- Author(s)
  黒木学・川上裕大・新垣隆生
- Organizer
  2021年度統計関連学会連合大会
- Invited
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] Variance based Difference between Graphical Identification Conditions of Causal Effects in Linear Structural Equation Models2021
- Author(s)
  田口千恵・東川知樹・宮川雅巳・黒木学
- Organizer
  第15回日本統計学会春季集会
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] 効果復元法と条件付き操作変数法を用いた総合効果の統合型推定量2021
- Author(s)
  東川知樹・田口千恵・宮川雅巳・黒木学
- Organizer
  日本品質管理学会第125回年次大会研究発表会
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] Instrumental Variable-based Identification for Causal effects using Covariate Information2021
- Author(s)
  川上裕大・黒木学
- Organizer
  第15回日本統計学会春季集会
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] 原因の確率-必要性，十分性，必要十分性とその定量的評価-2021
- Author(s)
  黒木学
- Organizer
  第24回情報論的学習理論ワークショップ
- Invited
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] Identification of Joint Probabilities of Potential Outcomes using Instrumental Variable Method with a Proxy Variable2021
- Author(s)
  Y.Kawakami and M.Kuroki
- Organizer
  Joint Quantitative Political Science Conference for Asia and Australasia
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] 総合効果の識別可能条件の選択基準- 総合効果の推定精度の観点から-2021
- Author(s)
  田口千恵・東川知樹・宮川雅巳・黒木学
- Organizer
  日本品質管理学会第125回年次大会研究発表会
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] Qualitative Identification of Linear Causal Effects based on Bad Control2021
- Author(s)
  田口千恵・宮川雅巳・黒木学
- Organizer
  2021年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] リッジ回帰モデルにおける併合可能条件とその応用2020
- Author(s)
  長谷川亮・黒木学
- Organizer
  日本品質管理学会第50回年次大会研究発表会
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] MTシステムのクラスタワイズ・カーネル化とその応用2020
- Author(s)
  川上祐大・黒木学
- Organizer
  日本信頼性学会第33回秋季信頼性シンポジウム
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] クラスタワイズカーネルMT法と解析結果の可視化について2020
- Author(s)
  川上祐大・黒木学
- Organizer
  日本品質管理学会第50回年次大会研究発表会
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] 測定誤差をともなう中間特性を利用した総合効果の定量的評価について2020
- Author(s)
  田口千恵・黒木学・宮川雅巳
- Organizer
  日本信頼性学会第33回秋季信頼性シンポジウム
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] Collapsibility Condition for Ridge Regression Coefficients with an Application to Estimating Total Effects2020
- Author(s)
  R.Hasegawa and M.Kuroki
- Organizer
  The 20th ANQ Quality Congress (ANQ 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] Clusterwise Multivariate Kernel Ridge Regression Analysis and the Visualization of the Analytical Results2020
- Author(s)
  Y.Kawakami and M.Kuroki
- Organizer
  The 20th ANQ Quality Congress (ANQ 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] Counterfactual based NNT2019
- Author(s)
  黒木学
- Organizer
  計量経済学ワークショップ
- Invited
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] 在反応モデルに基づく必要治療数の定式化とその統計的品質管理分野への応用2019
- Author(s)
  永峰拓哉・黒木学
- Organizer
  日本品質管理学会第49回年次大会研究発表会
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] 線形構造方程式モデルに基づいた平均に対する因果効果の統計的推測2019
- Author(s)
  南茂尚義・黒木学
- Organizer
  日本品質管理学会第49回年次大会研究発表会
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] 相関とは違うのだよ！相関とは！by 因果関係2019
- Author(s)
  黒木学
- Organizer
  日本品質管理学会第112回クオリティトーク
- Invited
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] 原因を評価することの難しさ　-原因の必要性・十分性・必要十分性とその周辺-2019
- Author(s)
  黒木学
- Organizer
  順天堂大学医学部附属順天堂医院臨床研究・治験センター2019年度セミナー
- Invited
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] 原因を評価することの難しさ-原因の必要性・十分性・必要十分性とその識別問題-2019
- Author(s)
  黒木学
- Organizer
  日本学術振興会プロセスシステム工学第143委員会第220回委員会・平成31年度第1回研究会
- Invited
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] 特定地域店舗における野菜価格の初等的データ解析2019
- Author(s)
  黒木学・黒木景心
- Organizer
  日本品質管理学会第49回年次大会研究発表会
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] 必要治療数の統計的推測と品質管理への応用可能性について2019
- Author(s)
  永峰拓哉・黒木学
- Organizer
  日本経営工学会2010年度春季研究大会
- Data Source
  KAKENHI-PROJECT-15K00060
[Presentation] 数の目的変数を解析対象とした予測型主変数選択規準について2019
- Author(s)
  松浦峻・黒木学・山下遥
- Organizer
  日本品質管理学会第49回年次大会研究発表会
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] 重み付き条件付き操作変数法と工程解析への応用2019
- Author(s)
  神田博・黒木学
- Organizer
  日本経営工学会2019年度春季研究大会
- Data Source
  KAKENHI-PROJECT-15K00060
[Presentation] 直接効果・間接効果・総合効果そして擬似相関2019
- Author(s)
  黒木学
- Organizer
  第13回日本統計学会春季集会
- Invited
- Data Source
  KAKENHI-PROJECT-15K00060
[Presentation] Clusterwise Kernel MT method with Multiple Normal Groups2019
- Author(s)
  K.Kawakami, Sakurai, S., M.Kuroki and H. Gotoh
- Organizer
  The 17th ANQ Quality Congress (ANQ 2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] 統合型条件付き操作変数推定量の性質に関する考察2019
- Author(s)
  神田博・黒木学
- Organizer
  日本品質管理学会第49回年次大会研究発表会
- Data Source
  KAKENHI-PROJECT-19K11856
[Presentation] 外的操作を実施したときの品質特性の統計的予測について2019
- Author(s)
  南茂尚義・黒木学
- Organizer
  日本経営工学会2010年度春季研究大会
- Data Source
  KAKENHI-PROJECT-15K00060
[Presentation] Disjunctive Counterfactual Analysis2018
- Author(s)
  黒木学
- Organizer
  研究集会「構造的因果モデルとスパース・モデリングの接点」
- Invited
- Data Source
  KAKENHI-PROJECT-15K00060
[Presentation] 構造的因果モデルの基礎2018
- Author(s)
  黒木学
- Organizer
  第9回生物統計ネットワークシンポジウム
- Data Source
  KAKENHI-PROJECT-15K00060
[Presentation] 統計的因果推論からみた公平性配慮問題2018
- Author(s)
  黒木学・新垣隆生
- Organizer
  日本行動計量学会第46回大会
- Invited
- Data Source
  KAKENHI-PROJECT-15K00060
[Presentation] 線形構造方程式モデルにおける線形最適制御方式に関する諸注意2018
- Author(s)
  黒木学
- Organizer
  日本品質管理学会第118回研究発表会
- Data Source
  KAKENHI-PROJECT-15K00060
[Presentation] 統計的因果推論の新展開：異質性と研究デザイン2017
- Author(s)
  星野崇宏・黒木学
- Organizer
  日本行動計量学会第45回大会
- Invited
- Data Source
  KAKENHI-PROJECT-15K00060
[Presentation] 変数選択を考慮した多変量クラスタワイズ回帰分析2017
- Author(s)
  山下遥・黒木学・松浦峻
- Organizer
  日本品質管理学会第47回年次大会研究発表会
- Data Source
  KAKENHI-PROJECT-15K00060
[Presentation] 因果ダイアグラムと構造的因果モデル,2017
- Author(s)
  黒木　学
- Organizer
  日本計量生物学会
- Place of Presentation
  中央大学
- Year and Date
  2017-03-16
- Invited
- Data Source
  KAKENHI-PROJECT-25240005
[Presentation] テクノメトリックス－品質改善を実践するための統計数理－2017
- Author(s)
  黒木　学・安井清一
- Organizer
  日本統計学会春季集会
- Place of Presentation
  政策研究大学院大学
- Invited
- Data Source
  KAKENHI-PROJECT-25240005
[Presentation] モデルの妥当性評価のための複雑性の推定2017
- Author(s)
  今井徹・黒木学
- Organizer
  日本品質管理学会第47回年次大会研究発表会
- Data Source
  KAKENHI-PROJECT-15K00060
[Presentation] 潜在反応モデルを利用した交通コンフリクト指標の定式化2017
- Author(s)
  山田健太郎・黒木学
- Organizer
  2017年度統計関連学会連合大会
- Invited
- Data Source
  KAKENHI-PROJECT-15K00060
[Presentation] 選言的知識に基づく線形反事実分析2016
- Author(s)
  黒木学
- Organizer
  日本品質管理学会第110回研究発表会
- Place of Presentation
  日本科学技術連盟
- Data Source
  KAKENHI-PROJECT-15K00060
[Presentation] 反事実モデルに基づく確率的品質改善尺度の定式化とその有用性2016
- Author(s)
  山田健太郎・黒木学
- Organizer
  日本品質管理学会第112回研究発表会
- Place of Presentation
  大阪大学
- Data Source
  KAKENHI-PROJECT-15K00060
[Presentation] 選言的知識に基づく線形反事実分析2016
- Author(s)
  黒木学
- Organizer
  日本品質管理学会第110回研究発表会
- Place of Presentation
  日本科学技術連盟（東京）
- Year and Date
  2016-05-28
- Data Source
  KAKENHI-PROJECT-16H02013
[Presentation] データの線形構造を考慮したクラスタリング法とそのビジュアル化について2016
- Author(s)
  山下遥, 黒木学
- Organizer
  日本経営工学会2016年度春季研究大会
- Place of Presentation
  早稲田大学（東京）
- Year and Date
  2016-05-29
- Data Source
  KAKENHI-PROJECT-16H02013
[Presentation] 反事実モデルに基づく確率的品質改善尺度の定式化とその有用性2016
- Author(s)
  山田健太郎, 黒木学
- Organizer
  日本品質管理学会第112回研究発表会
- Place of Presentation
  大阪大学（大阪）
- Year and Date
  2016-09-02
- Data Source
  KAKENHI-PROJECT-16H02013
[Presentation] An improved widely Baysian information criterion for a singular models with a small sample size2016
- Author(s)
  今井徹・黒木学
- Organizer
  応用統計学会2016年年会
- Place of Presentation
  統計数理研究所
- Year and Date
  2016-03-17
- Data Source
  KAKENHI-PROJECT-15K00060
[Presentation] 構造的因果モデルから潜在反応モデルへ2016
- Author(s)
  黒木　学
- Organizer
  日本行動計量学会
- Place of Presentation
  札幌学院大学
- Year and Date
  2016-08-30
- Invited
- Data Source
  KAKENHI-PROJECT-25240005
[Presentation] 統計的因果推論のフレームワークに基づく潜在的交通事故リスク評価指標の提案2016
- Author(s)
  山田健太郎・黒木学
- Organizer
  自動車技術会2016年春季大会
- Place of Presentation
  パシフィコ横浜
- Year and Date
  2016-05-25
- Data Source
  KAKENHI-PROJECT-15K00060
[Presentation] データの線形構造を考慮したクラスタリング法とそのビジュアル化について2016
- Author(s)
  山下遥・黒木学
- Organizer
  日本経営工学会2016年度春季研究大会
- Place of Presentation
  早稲田大学
- Year and Date
  2016-05-28
- Data Source
  KAKENHI-PROJECT-15K00060
[Presentation] 因果推論のフレームワークを利用した潜在的交通事故リスク指標の定式化とその性質2016
- Author(s)
  山田健太郎・黒木学
- Organizer
  第10回日本統計学会春季集会
- Place of Presentation
  東北大学
- Year and Date
  2016-03-05
- Data Source
  KAKENHI-PROJECT-15K00060
[Presentation] グラフィカルモデルのアイデアを援用したデータ解析2016
- Author(s)
  黒木　学
- Organizer
  日本経営工学会
- Place of Presentation
  日本教育会館
- Year and Date
  2016-10-28
- Invited
- Data Source
  KAKENHI-PROJECT-25240005
[Presentation] Effect Restoration and Measurement Bias in Causal Inference2016
- Author(s)
  M,Kuroki
- Organizer
  Inthernational Workshop on Causal Inference
- Place of Presentation
  統計数理研究所
- Year and Date
  2016-01-06
- Invited
- Data Source
  KAKENHI-PROJECT-15K00060
[Presentation] 潜在反応モデルを利用した交通事故リスク指標の定式化2016
- Author(s)
  山田健太郎・黒木学
- Organizer
  日本品質管理学会第110回研究発表会
- Place of Presentation
  日本科学技術連盟
- Data Source
  KAKENHI-PROJECT-15K00060
[Presentation] 因果推論を少しだけ再考する2016
- Author(s)
  黒木学
- Organizer
  第７回生物統計ネットワークシンポジウム
- Place of Presentation
  一橋講堂
- Year and Date
  2016-03-28
- Invited
- Data Source
  KAKENHI-PROJECT-15K00060
[Presentation] 総合効果推定における補助変数の新たな役割について2014
- Author(s)
  林　崇弘・黒木　学
- Organizer
  日本統計学会春季集会
- Place of Presentation
  同志社大学　今出川キャンパス
- Data Source
  KAKENHI-PROJECT-25240005
[Presentation] Discussion on “Conditioning on the Post-Treatment Quantities with Structural Mean Models” by Luke Keele and “The front door Difference-in-Differences Estimators”by Adam Glynn2014
- Author(s)
  黒木　学
- Organizer
  2014 Asian Political Methodology Meeting in Tokyo
- Place of Presentation
  Tokyo Institute of Technology
- Data Source
  KAKENHI-PROJECT-25240005
[Presentation] 治療効果に対する代替性の評価尺度2014
- Author(s)
  小林史明・黒木　学
- Organizer
  日本統計学会春季集会
- Place of Presentation
  同志社大学　今出川キャンパス
- Data Source
  KAKENHI-PROJECT-25240005
[Presentation] 総合効果の推定精度における中間特性の役割について2013
- Author(s)
  林崇弘・黒木学
- Organizer
  日本品質管理学会第１０３回研究発表会
- Place of Presentation
  大阪大学
- Data Source
  KAKENHI-PROJECT-23500346
[Presentation] 中間エンドポイントに基づく因果効果の存在範囲2013
- Author(s)
  黒木学
- Organizer
  日本行動計量学会第41回大会
- Place of Presentation
  東邦大学
- Data Source
  KAKENHI-PROJECT-23500346
[Presentation] 中間特性を用いた因果効果の推定精度について2013
- Author(s)
  林　崇弘・黒木　学
- Organizer
  日本品質管理学会第103回研究発表会
- Place of Presentation
  大阪大学　吹田キャンパス
- Data Source
  KAKENHI-PROJECT-25240005
[Presentation] SSIサーベイランス調査項目の統計解析2013
- Author(s)
  林　崇弘・黒木　学・福田治久・佐野夏樹
- Organizer
  日本品質管理学会第103回研究発表会
- Place of Presentation
  大阪大学　吹田キャンパス
- Data Source
  KAKENHI-PROJECT-25240005
[Presentation] 誤差相関のない確認的直交二因子モデルの探索可能性について2013
- Author(s)
  水関裕人・黒木学
- Organizer
  2013年度統計関連学会連合大会
- Place of Presentation
  大阪大学
- Invited
- Data Source
  KAKENHI-PROJECT-23500346
[Presentation] .要因効果推定における回帰分析の利用に関する諸注意2013
- Author(s)
  黒木学
- Organizer
  日本品質管理学会第１０３回研究発表会
- Place of Presentation
  大阪大学
- Data Source
  KAKENHI-PROJECT-23500346
[Presentation] Measurement Bias and Effect Restoration in Causal Inference2013
- Author(s)
  黒木学
- Organizer
  2013年度後期第5回応用統計ワークショップ
- Place of Presentation
  東京大学
- Invited
- Data Source
  KAKENHI-PROJECT-23500346
[Presentation] 統計的因果推論入門2013
- Author(s)
  黒木学
- Organizer
  2012年度日本行動計量学会春の合宿セミナー
- Place of Presentation
  東京
- Invited
- Data Source
  KAKENHI-PROJECT-23500346
[Presentation] ロジスティック回帰モデルにおける併合可能性について2012
- Author(s)
  黒木学・水関裕人
- Organizer
  日本品質管理学会第42回年次大会研究発表会
- Place of Presentation
  石川県
- Data Source
  KAKENHI-PROJECT-23500346
[Presentation] 統計的因果推論における原因の確率の考え方2012
- Author(s)
  黒木学
- Organizer
  応用統計学会2012 年度年会
- Place of Presentation
  東京
- Invited
- Data Source
  KAKENHI-PROJECT-23500346
[Presentation] カーネルMTシステムによるワイン品質の判別2011
- Author(s)
  佐野夏樹・黒木学
- Organizer
  日本品質管理学会第97回研究発表会
- Place of Presentation
  大阪
- Data Source
  KAKENHI-PROJECT-23500346
[Presentation] グラフィカルモデリングを使った業務適正アンケートのモデル化2011
- Author(s)
  清水貴宏・田淵淳一・黒木学
- Organizer
  日本品質管理学会第97回研究発表会
- Place of Presentation
  大阪
- Data Source
  KAKENHI-PROJECT-23500346
[Presentation] カーネル主変数選択法とその応用2011
- Author(s)
  佐野夏樹・黒木学
- Organizer
  日本品質管理学会第95回研究発表会
- Place of Presentation
  東京
- Data Source
  KAKENHI-PROJECT-23500346
[Presentation] 「統計的品質情報解析研究会」報告-第三報-2011
- Author(s)
  稲葉太一・清水貴宏・神谷一徳・黒木学・濱口勝重・舟橋徹・森田浩・吉田節
- Organizer
  日本品質管理学会第97回研究発表会
- Place of Presentation
  大阪
- Data Source
  KAKENHI-PROJECT-23500346
[Presentation] 傾向スコアを用いたNatural Direct and Indirect Effectsの統計的評価2011
- Author(s)
  小林史明・黒木学
- Organizer
  2011年度日本計量生物学会年会
- Place of Presentation
  大阪
- Data Source
  KAKENHI-PROJECT-23500346
[Presentation] Identification of Causal Effect in Linear SEMs2011
- Author(s)
  H．Chan and M．Kuroki
- Organizer
  2011年度統計関連学会連合大会
- Place of Presentation
  福岡
- Data Source
  KAKENHI-PROJECT-23500346
[Presentation] New Measures of the PTE by Surrogate Markers2011
- Author(s)
  F．Kobayashi and M．Kuroki
- Organizer
  The 32th Annual Conference of the ISCB
- Place of Presentation
  Canada
- Data Source
  KAKENHI-PROJECT-23500346
[Presentation] Identification Conditions of Direct Effects2011
- Author(s)
  M. Kuroki
- Organizer
  2011 Joint Statistical Meeting(招待講演)
- Place of Presentation
  Florida
- Data Source
  KAKENHI-PROJECT-23500346
[Presentation] 統計的因果推論2011
- Author(s)
  黒木学
- Organizer
  第8回知識創造支援システム・シンポジウム「知の創造への数理科学的接近」
- Place of Presentation
  北陸先端科学技術大学
- Year and Date
  2011-02-26
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] Probabilities of Causation2011
- Author(s)
  黒木学
- Organizer
  人工知能学会第83回人工知能基本問題研究会「ベイジアン・ネットワークと応用および一般」(招待講演)
- Place of Presentation
  東京
- Data Source
  KAKENHI-PROJECT-23500346
[Presentation] 統計的因果推論2011
- Author(s)
  黒木学
- Organizer
  第8回知識創造支援システム・シンポジウム
- Place of Presentation
  北陸先端科学技術大学院大学(招待講演)
- Year and Date
  2011-02-26
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] 二因子モデルの探索可能性について2011
- Author(s)
  水関裕人・黒木学
- Organizer
  日本品質管理学会第97回研究発表会
- Place of Presentation
  大阪
- Data Source
  KAKENHI-PROJECT-23500346
[Presentation] 操作変数法の一般化とその応用可能性について2011
- Author(s)
  陳希・黒木学
- Organizer
  日本品質管理学会第41回年次大会研究発表会
- Place of Presentation
  愛知
- Data Source
  KAKENHI-PROJECT-23500346
[Presentation] Kernel MT System and its application2010
- Author(s)
  N.Sano, Y.Kobayashi, M.Kuroki
- Organizer
  The 8^<th> ANQ Quality Congress
- Place of Presentation
  JIIT, New Delhi, India
- Year and Date
  2010-10-21
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] 1因子モデルの無向独立グラフによる特徴づけとその応用-その2-2010
- Author(s)
  渡邊創人・黒木学
- Organizer
  日本品質管理学会第40回研究発表会
- Place of Presentation
  成城大学
- Year and Date
  2010-10-30
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] Selection of graphical identifiability criteria for causal effects2010
- Author(s)
  M.Kuroki
- Organizer
  The 30^<th> Annual Conference of the International Society for Clinical Biostatistics
- Place of Presentation
  Montpellier Sup Agro, Montpellier, France
- Year and Date
  2010-08-30
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] MTシステムのカーネル化とその応用2010
- Author(s)
  佐野夏樹・小林悠太・黒木学
- Organizer
  日本品質管理学会第40回研究発表会
- Place of Presentation
  成城大学
- Year and Date
  2010-10-30
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] 測定誤差データを利用した自然な因果効果に基づく代替エンドポイントの評価2010
- Author(s)
  黒木学
- Organizer
  2010年度統計関連学会連合大会
- Place of Presentation
  早稲田大学
- Year and Date
  2010-09-08
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] Natural Causal Effectを用いた複数の代替エンドポイントの評価2010
- Author(s)
  小林史明・黒木学
- Organizer
  2010年度統計関連学会連合大会
- Place of Presentation
  早稲田大学
- Year and Date
  2010-09-06
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] 線形回帰モデルにおける弱併合可能条件について2010
- Author(s)
  水関裕人・黒木学
- Organizer
  日本品質管理学会第40回研究発表会
- Place of Presentation
  成城大学
- Year and Date
  2010-10-30
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] Statistical inference of natural direct and indirect effects and its application2010
- Author(s)
  F.Kobayashi, M.Kuroki
- Organizer
  The 1^<st> International Workshop on Advanced Methodologies for Bayesian Networks
- Place of Presentation
  東京工業大学
- Year and Date
  2010-11-19
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] Generalization of identifiability criteria for causal effects in linear structural equation models2010
- Author(s)
  H.Chan, M.Kuroki
- Organizer
  2010年度統計関連学会連合大会
- Place of Presentation
  早稲田大学
- Year and Date
  2010-09-07
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] Graphical Identification of Linear Causal Effects2009
- Author(s)
  黒木学
- Organizer
  人工知能学会第75回人工知能基本問題研究会「ベイジアン・ネットワークと応用および一般」
- Place of Presentation
  電気通信大学
- Year and Date
  2009-11-13
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] 因果リスク比推定のための共変量選択基準について2009
- Author(s)
  野見山修二・黒木学
- Organizer
  日本品質管理学会第89回研究発表会
- Place of Presentation
  日本科学技術連盟,東京都
- Year and Date
  2009-05-30
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] An Extended Set of Graphical Criteria for the Identification of Direct Causal Effects in Linear SEMs2009
- Author(s)
  陳希・黒木学
- Organizer
  日本品質管理学会第36回年次大会研究発表会
- Place of Presentation
  大阪大学
- Year and Date
  2009-10-31
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] Extending the use of instrumental variables for the identification of direct causal effects in SEMs2009
- Author(s)
  H.Chan, M.Kuroki
- Organizer
  第12回情報論的学習理論ワークショップ
- Place of Presentation
  九州大学
- Year and Date
  2009-10-20
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] Graphical identification of linear causal effects2009
- Author(s)
  黒木学
- Organizer
  人工知能学会第75回人工知能基本問題研究会「ベイジアン・ネットワークと応用および一般」
- Place of Presentation
  電気通信大学
- Year and Date
  2009-11-13
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] 1因子モデルの無向独立グラフによる特徴づけとその応用2009
- Author(s)
  渡邊創人・黒木学
- Organizer
  日本品質管理学会第89回研究発表会
- Place of Presentation
  日本科学技術連盟
- Year and Date
  2009-05-30
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] Extending the Use of Instrumental Variables for the Identification of Direct Causal Effects in SEMs2009
- Author(s)
  H.Chan, M.Kuroki
- Organizer
  第12回情報論的学習理論ワークショップ(IBIS2009)
- Place of Presentation
  九州大学
- Year and Date
  2009-10-19
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] 未観測交絡因子が存在する場合の総合効果の識別可能条件2009
- Author(s)
  黒木学
- Organizer
  2009年度統計関連学会連合大会
- Place of Presentation
  同志社大学
- Year and Date
  2009-09-08
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] 因果効果の評価2009
- Author(s)
  M.Kuroki, Z.Cai
- Organizer
  2009年度統計数理研究所夏期大学院「実験研究および観察研究における因果推論」
- Place of Presentation
  統計数理研究所
- Year and Date
  2009-08-25
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] 因果効果の評価2009
- Author(s)
  黒木学
- Organizer
  2009年統計数理研究所夏期大学院「実験研究および観察研究における因果推論」
- Place of Presentation
  統計数理研究所,東京都
- Year and Date
  2009-08-27
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] An extended set of graphical criteria for the identification of direct causal effects in linear SEMs2009
- Author(s)
  陳希・黒木学
- Organizer
  日本品質管理学会第39回年次大会研究発表会
- Place of Presentation
  大阪大学
- Year and Date
  2009-10-31
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] Covariate Selection for Estimating the Standardized Risk Ratio/Risk Difference using Causal Diagrams2009
- Author(s)
  M.Kuroki, Z.Cai
- Organizer
  The 30^<th> Annual Conference of the International Society for Clinical Biostatistics
- Place of Presentation
  プラハ,チェコ
- Year and Date
  2009-08-25
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] 1因子モデルの無向独立グラフによる特徴づけとその応用2009
- Author(s)
  渡邊創人・黒木学
- Organizer
  日本品質管理学会第89回研究発表会
- Place of Presentation
  日本科学技術連盟,東京都
- Year and Date
  2009-05-30
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] 因果リスク比推定のための共変量選択基準について2009
- Author(s)
  野見山修二・黒木学
- Organizer
  日本品質管理学会第89回研究発表会
- Place of Presentation
  日本科学技術連盟
- Year and Date
  2009-05-30
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] Identification of causal effects in the presence of unmeasured confounders between an exposure and an outcome2008
- Author(s)
  M.Kuroki
- Organizer
  The 1^<st> International conference on statistics in biopharmaceutics
- Place of Presentation
  Jian Guo Hotel, Shanghai, China
- Year and Date
  2008-07-01
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] Local learning of causal structures based on kernel association measures2008
- Author(s)
  J.Yin, Z.Geng, M.Kuroki, Z.Cai
- Organizer
  The 2008 IEEE World Congress on Computational Intelligence
- Place of Presentation
  Hong Kong Convention and Exhibition Centre, Hong Kong, China
- Year and Date
  2008-06-03
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] On identifying total effects in the presence of latent variables and selection bias2008
- Author(s)
  M.Kuroki, Z.Cai
- Organizer
  The 29^<th> Annual Conference of the International Society for Clinical Biostatistics
- Place of Presentation
  The School of Architecture, Copenhagen, Denmark
- Year and Date
  2008-08-18
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] 因果モデリング研究の最前線2008
- Author(s)
  黒木学
- Organizer
  人工知能学会第72回人工知能基本問題研究会「ベイジアンネット,ヒューマンモデリング」(SIG-FPAI)
- Place of Presentation
  電気通信大学,大阪
- Year and Date
  2008-11-07
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] Bounding methods for evaluating the performance of a medical diagnostic test2008
- Author(s)
  Z.Cai, A.Kada, M.Kuroki
- Organizer
  The 29^<th> Annual Conference of the International Society for Clinical Biostatistics
- Place of Presentation
  The School of Architecture, Copenhagen, Denmark
- Year and Date
  2008-08-18
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] Identification of Causal Effects in the Presence of Unmeasured Confounders between an Exposure and an Outcome.2008
- Author(s)
  Kuroki, M.
- Organizer
  The 1st International Conference on Statistics in Biopharmaceutics
- Place of Presentation
  Jian Guo hotel, Shanghai
- Year and Date
  2008-07-01
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] Partial orientation and local structural learning of dags for prediction2008
- Author(s)
  J.Yin, Z.Geng, M.Kuroki, Z.Cai
- Organizer
  The 2008 IEEE World Congress on Computational Intelligence
- Place of Presentation
  Hong Kong Convention and Exhibition Centre, Hong Kong, China
- Year and Date
  2008-06-03
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] 交絡・選択バイアスデータに基づく因果効果の推定について2008
- Author(s)
  黒木学
- Organizer
  日本品質管理学会第88回研究発表会
- Place of Presentation
  中央電気倶楽部,大阪
- Year and Date
  2008-09-19
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] 因果モデリング研究の最前線2008
- Author(s)
  黒木学
- Organizer
  人工知能学会第72回人工知能基本問題研究会「ベイジアンネット, ヒューマンモデリング」(SIG-FPAI)
- Place of Presentation
  電気通信大学
- Year and Date
  2008-11-07
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] 交絡・選択バイアスデータに基づく因果効果の推定について2008
- Author(s)
  黒木学
- Organizer
  日本品質管理学会第88回研究発表会
- Place of Presentation
  中央電気倶楽部
- Year and Date
  2008-09-19
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] Causal inference in dynamic systems2007
- Author(s)
  R.Shingaki, M.Kuroki
- Organizer
  The 5^<th> ANQ Quality Congress
- Place of Presentation
  ハイアットリージェンシー仁川,仁川,韓国
- Year and Date
  2007-10-27
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] Bounds on the causal effects in studies with a latent response variable2007
- Author(s)
  黒木学・蔡志紅
- Organizer
  日本人工知能学会第21回全国大会
- Place of Presentation
  ワールドコンベンションセンターサミット宮崎
- Year and Date
  2007-06-22
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] Introduction to statistical causal inference2007
- Author(s)
  M.Kuroki
- Organizer
  International workshop on the interface between statistical causal inference and Bayesian networks
- Place of Presentation
  東京工業大学
- Year and Date
  2007-11-03
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] 非逐次的線形構造方程式に基づく条件付き介入効果の定式化と工程解析への応用2007
- Author(s)
  黒木学
- Organizer
  日本品質管理学会第85回研究発表会
- Place of Presentation
  中央電気倶楽部,大阪府
- Year and Date
  2007-09-21
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] Bounds of average causal effects in studies with unmeasured confounders2007
- Author(s)
  M.Kuroki, Z.Cai
- Organizer
  The 28^<th> Annual Conference of the International Society for Clinical Biostatistics
- Place of Presentation
  Tharaki Palace Hotel, Alexandroupolis, Greece
- Year and Date
  2007-07-30
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] 非逐次的線形構造方程式に基づく条件付き介入効果の定式化と工程解析への応用2007
- Author(s)
  黒木学
- Organizer
  日本品質管理学会第85回研究発表会発表要旨集
- Place of Presentation
  中央電気倶楽部
- Year and Date
  2007-09-21
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] New estimators for treatment effects in the presence of noncompliance2007
- Author(s)
  Z.Cai, M.Kuroki
- Organizer
  The 28^<th> Annual Conference of the International Society for Clinical Biostatistics
- Place of Presentation
  Tharaki Palace Hotel, Alexandroupolis, Greece
- Year and Date
  2007-08-01
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] Evaluating treatment effects with instrumental variables2007
- Author(s)
  Z.Cai, M.Kuroki
- Organizer
  The 9^<th> Japan-China Joint Symposium on Statistics
- Place of Presentation
  北海道大学
- Year and Date
  2007-09-26
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] Nonparametric bounds for causal effects with a latent response2007
- Author(s)
  M.Kuroki, Z.Cai
- Organizer
  The 9^<th> Japan-China Joint Symposium on Statistics
- Place of Presentation
  北海道大学
- Year and Date
  2007-09-26
- Data Source
  KAKENHI-PROJECT-19700262
[Presentation] 因果関係は確率的グラフィカルモデルで描けるか？
- Author(s)
  黒木学・今井徹
- Organizer
  数学協働プログラムワークショップ「確率的グラフィカルモデル」
- Place of Presentation
  日本
- Year and Date
  2015-03-19 – 2015-03-20
- Invited
- Data Source
  KAKENHI-PROJECT-23500346
[Presentation] Unifying Algebraic and Graphical Methods for the Identification of Causal Effects in Linear SEMs
- Author(s)
  H.Chan and M.Kuroki
- Organizer
  Kyoto International Conference on Modern Statistics
- Place of Presentation
  Japan
- Year and Date
  2014-11-17 – 2014-11-18
- Invited
- Data Source
  KAKENHI-PROJECT-23500346
[Presentation] Discussion on ``Design, Identification, and Sensitivity Analysis for Patient Preference Trials”
- Author(s)
  M,Kuroki
- Organizer
  2015 Asian Political Methodology Meeting in Taiwan
- Place of Presentation
  Taiwan
- Year and Date
  2015-01-09 – 2015-01-10
- Invited
- Data Source
  KAKENHI-PROJECT-23500346
[Presentation] On Estimating Causal Effects based on Supplemental Variables
- Author(s)
  T. Hayashi and M. Kuroki
- Organizer
  The 15th International Conference on Artificial Intelligence and Statistics
- Place of Presentation
  Iceland
- Year and Date
  2014-04-22 – 2014-04-25
- Data Source
  KAKENHI-PROJECT-23500346
[Presentation] Probabilities of causation with two variables: bounds and sensitivity analysis
- Author(s)
  T. Hayashi and M. Kuroki
- Organizer
  2014 Joint Statistical Meeting
- Place of Presentation
  USA
- Year and Date
  2014-08-02 – 2014-08-07
- Data Source
  KAKENHI-PROJECT-23500346

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Kuroki Manabu 黒木 学

KUROKI Manabu 黒木 学

Research Projects

Research Products

Co-Researchers

未観測交絡因子が存在する状況の下で因果関係を解明するための統計的感度分析法の開発Principal Investigator

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Fairness-aware Machine Learing Based on the Modification of Causal Graphs

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Review Section

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Statistical causal inference for developing the risk-averse data science technique.Principal Investigator

Principal Investigator

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Review Section

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Formation of research utilization platform through structuring of official statistical micro data

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Development of statistical analysis for clarifying cause-effect relationships based on statistical causal modelsPrincipal Investigator

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Comprehensive study of statistical evaluation methods based on various types of data

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A new perspective for the effect decomposition problemPrincipal Investigator

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Reinforcement of Statistical Aspect of Causal Inference based on Counterfacturals and its Application.Principal Investigator

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Comprehensive study on statistical causal inference

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最適計画を決定するための統計的因果分析法の開発Principal Investigator

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Studies on statistical analysis process of lifetime information

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Some New Findings on Selection of Variables in Multivariate Analysis

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Between ICA and SEM

Principal Investigator

Project Period (FY)

Kuroki Manabu 黒木学

KUROKI Manabu 黒木学