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morikawa kosuke  森川 耕輔

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MORIKAWA Kosuke  森川 耕輔

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Researcher Number 40824305
Other IDs
Affiliation (Current) 2022: 大阪大学, 大学院基礎工学研究科, 講師
Affiliation (based on the past Project Information) *help 2020 – 2021: 大阪大学, 基礎工学研究科, 講師
2018 – 2019: 大阪大学, 基礎工学研究科, 助教
2017: 東京大学, 地震研究所, 特任研究員
Review Section/Research Field
Principal Investigator
Basic Section 12040:Applied mathematics and statistics-related
Except Principal Investigator
Statistical science
Keywords
Principal Investigator
欠測値データ解析 / 多重代入法 / 数理統計学 / 無視できない欠測 / 多変量解析 / セミパラメトリック推定 / 無視不可能な欠測 / 経験尤度法
Except Principal Investigator
セミパラメトリック法 / 統計的因果推論 … More / 無視不可能な欠測 / shared-parameter model / NMAR / バイアス / 補助変数 / MLEのバイアス / 双方向因果モデル / モデルの識別性 / 脱落 / 対数正規モデル / 多重代入法 / 欠測メカニズム / NMARness / APB / 推定量のバイアス / MAR / 推定方程式の不偏性 / 巡回因果モデル / 欠測値データ解析 / メタアナリシス / fMRIデータ / 脳科学・脳情報 / causality / missingness / cyclic model / big data / sparse modeling / 欠測データと生体情報 / スパースコーディング / 測定誤差 / Causal inference / Bayesian inference / うつ病 / 多重指標 / missing data analysis / ランダムネスの効用 / 脳情報 / 欠測値データ / モデル選択 / 一般化線形混合モデル / 強化学習 / ワーキングメモリ / 脳信号 / 順序カテゴリカルデータ / 脳科学 / 多次元尺度法 / 項目反応理論 / 脳内ネットワーク Less
  • Research Projects

    (3 results)
  • Research Products

    (26 results)
  • Co-Researchers

    (23 People)
  •  Multiple Imputation making non-ignorable missing-data mechanism ignorable in a new frameworkPrincipal Investigator

    • Principal Investigator
      Kosuke Morikawa
    • Project Period (FY)
      2019 – 2021
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 12040:Applied mathematics and statistics-related
    • Research Institution
      Osaka University
  •  How serious is nonignorable missingness?

    • Principal Investigator
      Kano Yutaka
    • Project Period (FY)
      2016 – 2017
    • Research Category
      Grant-in-Aid for Challenging Exploratory Research
    • Research Field
      Statistical science
    • Research Institution
      Osaka University
  •  Statistical Science of Bioinformatics

    • Principal Investigator
      Kano Yutaka
    • Project Period (FY)
      2015 – 2018
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Statistical science
    • Research Institution
      Osaka University

All 2021 2020 2019 2018 2017 2016 2015

All Journal Article Presentation

  • [Journal Article] Semiparametric optimal estimation with nonignorable nonresponse data2021

    • Author(s)
      Morikawa Kosuke、Kim Jae Kwang
    • Journal Title

      The Annals of Statistics

      Volume: 49 Pages: 2991-3014

    • DOI

      10.1214/21-aos2070

    • Open Access
    • Data Source
      KAKENHI-PROJECT-19K14592
  • [Journal Article] G20 Summit and emergency medical services in Osaka, Japan2021

    • Author(s)
      Tanaka Kenta、Morikawa Kosuke、Katayama Yusuke、Kitamura Tetsuhisa、Sobue Tomotaka、Nakao Shota、Nitta Masahiko、Iwami Taku、Fujimi Satoshi、Uejima Toshifumi、Miyamoto Yuji、Baba Takehiko、Mizobata Yasumitsu、Kuwagata Yasuyuki、Matsuoka Tetsuya、Shimazu Takeshi
    • Journal Title

      Acute Medicine & Surgery

      Volume: 8

    • DOI

      10.1002/ams2.661

    • Open Access
    • Data Source
      KAKENHI-PROJECT-19K14592
  • [Journal Article] Forecasting temporal variation of aftershocks immediately after a main shock using Gaussian process regression.2021

    • Author(s)
      Morikawa, K., H. Nagao, S. Ito, Y. Terada, S. Sakai, and N. Hirata
    • Journal Title

      Geophysical Journal International.

      Volume: - Pages: 1018-1035

    • DOI

      10.1093/gji/ggab124

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-20K21785, KAKENHI-PROJECT-19K14592, KAKENHI-PROJECT-17H01703, KAKENHI-PROJECT-18H03210, KAKENHI-PROJECT-17H01704, KAKENHI-PROJECT-20K19756
  • [Journal Article] Bayesian Semiparametric Modeling of Response Mechanism for Nonignorable Missing Data.2021

    • Author(s)
      Sugasawa, S., Morikawa, K. and Takahata, K.
    • Journal Title

      TEST

      Volume: 未定

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-19K14592
  • [Journal Article] Semiparametric optimal estimation with nonignorable nonresponse data2021

    • Author(s)
      Morikawa, K. and Kim, J. K.
    • Journal Title

      Annals of Statistics

      Volume: 未定

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-19K14592
  • [Journal Article] Bayesian semiparametric modeling of response mechanism for nonignorable missing data2021

    • Author(s)
      Sugasawa Shonosuke、Morikawa Kosuke、Takahata Keisuke
    • Journal Title

      TEST

      Volume: 31 Pages: 101-117

    • DOI

      10.1007/s11749-021-00774-y

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19K14592, KAKENHI-PROJECT-20H00080
  • [Journal Article] A least square-type density estimator using a polynomial function2020

    • Author(s)
      Im, J., Morikawa, K., and Ha, H.-T.
    • Journal Title

      Computational Statistics and Data Analysis

      Volume: 144

    • DOI

      10.1016/j.csda.2019.106882

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K14592, KAKENHI-PROJECT-15H02669
  • [Journal Article] Full Moon and Out-of-Hospital Cardiac Arrest in Japan ― Population-Based, Double-Controlled Case Series Analysis ―2019

    • Author(s)
      Sado Junya、Morikawa Kosuke、Hattori Satoshi、Kiyohara Kosuke、Matsuyama Tasuku、Izawa Junichi、Iwami Taku、Kitamura Yuri、Sobue Tomotaka、Kitamura Tetsuhisa
    • Journal Title

      Circ Rep

      Volume: 1 Issue: 5 Pages: 199-205

    • DOI

      10.1253/circrep.cr-18-0030

      10.1253/circrep.CR-18-0030

    • NAID

      130007644550

    • ISSN
      2434-0790
    • Language
      English
    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-19K09393, KAKENHI-PROJECT-15H02669
  • [Journal Article] Identification problem of transition models for repeated measurement data with nonignorable missing2018

    • Author(s)
      Morikawa, K. and Kano, Y.
    • Journal Title

      Journal of Multivariate Analysis

      Volume: 印刷中

    • DOI

      10.1016/j.jmva.2017.12.007

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-16K12402
  • [Journal Article] Semiparametric maximum likelihood estimation under not missing at random2017

    • Author(s)
      Nagase, M. and Kano, Y.
    • Journal Title

      Canadian Journal of Statistics

      Volume: 122 Pages: 109-117

    • DOI

      10.1016/j.spl.2016.11.010

    • Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02669, KAKENHI-PROJECT-16K12402
  • [Presentation] 標本調査における包含確率の情報を用いたセミパラメトリック漸近有効推定量の提案2021

    • Author(s)
      森川耕輔, Jae Kwang Kim
    • Organizer
      統計関連学会連合大会
    • Data Source
      KAKENHI-PROJECT-19K14592
  • [Presentation] Forecasting temporal variation of aftershocks immediately after a main shock using Gaussian process regression.2021

    • Author(s)
      Morikawa, K., Nagao, H., Ito, S., Sakai, S. and Hirata, N.
    • Organizer
      Asia Oceania Geosciences Society
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K14592
  • [Presentation] Forecasting temporal variation of aftershocks immediately after a main shock using Gaussian process regression.2021

    • Author(s)
      Morikawa, K., Nagao, H., Ito, S., Terada, Y. Sakai, S. and Hirata, N.
    • Organizer
      Japan Geoscience Union Meeting
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K14592
  • [Presentation] ガウス過程回帰を用いた本震直後における余震分布の推定2021

    • Author(s)
      森川耕輔, 長尾大道, 伊藤伸一, 寺田吉壱, 酒井慎一, 平田直
    • Organizer
      日本地震学会秋季大会
    • Data Source
      KAKENHI-PROJECT-19K14592
  • [Presentation] On the Verifiable Identification Condition in NMAR Missing Data Analysis.2021

    • Author(s)
      Beppu, K. and Morikawa, K.
    • Organizer
      The 3rd International Conference on Econometrics and Statistics
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K14592
  • [Presentation] On the Verifiable Identification Condition in NMAR Missing Data Analysis.2021

    • Author(s)
      Beppu, K. and Morikawa, K.
    • Organizer
      10th World Congress in Probability and Statistics
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K14592
  • [Presentation] ガウス過程回帰を用いた本震直後における余震分布の推定2021

    • Author(s)
      森川耕輔, 長尾大道, 伊藤伸一, 寺田吉壱, 酒井慎一, 平田直
    • Organizer
      統計関連学会連合大会
    • Data Source
      KAKENHI-PROJECT-19K14592
  • [Presentation] Prediction of aftershocks with Gaussian process regression: application to the 2004 Chuetsu Earthquake2020

    • Author(s)
      Kosuke Morikawa
    • Organizer
      Prediction of aftershocks with Gaussian process regression: application to the 2004 Chuetsu earthquake
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K14592
  • [Presentation] 経験尤度法を用いたNMAR データに対するセミパラメトリック多重代入法2019

    • Author(s)
      森川耕輔, 寺田吉壱, Jae Kwang Kim
    • Organizer
      日本統計関連学会連合大会
    • Data Source
      KAKENHI-PROJECT-19K14592
  • [Presentation] Bias Correction for the Distribution of Aftershocks Within Short-Term Period Immediately After Large Mainshock2019

    • Author(s)
      Morikawa, K., Nagao, H., Ito, S., Sakai, S. and Hirata, N.
    • Organizer
      AOGS2019
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02669
  • [Presentation] Semiparametric optimal estimation with nonignorable nonresponse data2018

    • Author(s)
      Kim, J.-K. and Morikawa, K.
    • Organizer
      EcoSta2018
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02669
  • [Presentation] congeniality と over-imputation を用いた傾向スコアの推定2017

    • Author(s)
      森川遼真・森川耕輔・狩野 裕
    • Organizer
      第11回日本統計学会春季集会 ポスターセッション
    • Place of Presentation
      政策研究大学(東京都・港区)
    • Data Source
      KAKENHI-PROJECT-15H02669
  • [Presentation] Semiparametric Efficient Estimation Under Nonignorable Nonresponse I2016

    • Author(s)
      Morikawa, K. and Kim, J. K.
    • Organizer
      KAIST Statistical Workshop
    • Place of Presentation
      Daejeon (Korea)
    • Year and Date
      2016-10-01
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02669
  • [Presentation] Semiparametric Adaptive Estimation With Nonignorable Nonresponse Data2016

    • Author(s)
      Morikawa, K. and Kim, J. K.
    • Organizer
      広島統計談話会
    • Place of Presentation
      放射線影響研究所(広島県・南区)
    • Data Source
      KAKENHI-PROJECT-16K12402
  • [Presentation] A New Information Criterion for Ignorable Missing Data2016

    • Author(s)
      Morikawa, K., Imori, S. and Kano, Y.
    • Organizer
      IC-SMHD-2016
    • Place of Presentation
      Cappadocia (Turkey)
    • Year and Date
      2016-05-18
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02669
  • [Presentation] 不完全データにおける情報量規準2015

    • Author(s)
      森川耕輔・伊森晋平・狩野 裕
    • Organizer
      日本行動計量学会第43回大会
    • Place of Presentation
      首都大学東京(東京都八王子市)
    • Year and Date
      2015-09-01
    • Data Source
      KAKENHI-PROJECT-15H02669
  • 1.  Kano Yutaka (20201436)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 5 results
  • 2.  TAKAI Keiji (20572019)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 3.  OTSU Tatsuo (10203829)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 4.  岩崎 学 (40255948)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 5.  廣瀬 慧 (40609806)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 6.  菊地 賢一 (50270426)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 7.  伊森 晋平 (80747345)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 8.  乾 敏郎 (30107015)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 9.  春野 雅彦 (40395124)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 10.  野村 泰伸 (50283734)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 11.  村田 昇 (60242038)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 12.  小林 康 (60311198)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 13.  IMADA Miyuki
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 14.  TAKAGI Yoshiharu
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 15.  NAGASE Mario
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 16.  Kim Jae-Kwang
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 2 results
  • 17.  Yuan Ke-Hai
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 18.  Jamshidian Mortaza(Mori)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 19.  NAGAO Hiromichi
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results
  • 20.  北村 哲久
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results
  • 21.  伊藤 耕介
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results
  • 22.  寺田 吉壱
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results
  • 23.  菅澤 翔之助
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results

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