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Higher order improvement of statistical inference based on the unification of several nonparametric methods

Research Project

Project/Area Number 16H02790
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Statistical science
Research InstitutionChuo University (2019-2020)
Kyushu University (2016-2018)

Principal Investigator

Maesono Yoshihiko  中央大学, 理工学部, 教授 (30173701)

Co-Investigator(Kenkyū-buntansha) 藤井 良宜  宮崎大学, 教育学部, 教授 (10218985)
寒河江 雅彦  金沢大学, 経済学経営学系, 教授 (20215669)
西井 龍映  長崎大学, 情報データ科学部, 教授 (40127684)
松井 秀俊  滋賀大学, データサイエンス学部, 准教授 (90633305)
Project Period (FY) 2016-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥16,120,000 (Direct Cost: ¥12,400,000、Indirect Cost: ¥3,720,000)
Fiscal Year 2019: ¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2018: ¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2017: ¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2016: ¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Keywordsノンパラメトリック / カーネル推定 / ハザード関数 / 非線形回帰 / 画像解析 / 漸近理論 / クラスタリング / 順位検定 / ノンパラメトリック推測 / カーネル型推定 / 方向統計学 / 平滑化推定 / 多群クラスタリング / サポートベクターマシン / 機械学習 / 変数選択 / 生物統計 / カーネル分布関数推定 / 境界バイアス / 統計科学 / ノンパラメトリック法 / 情報基礎 / カーネル法 / 密度関数比 / 統計数学 / 疑似尤度 / 情報量規準
Outline of Final Research Achievements

This project aims to study nonparametric statistical inference and to improve some methods, like kernel estimation, nonlinear regression etc. We clarify relationships of those methods and prove some theoretical properties. Especially, we get new kernel type estimator of hazard function, density ratio and distribution function. Further new estimator for circle distribution function is proposed. Combining nonparametric and parametric methods, we introduce a new clustering method and apply it to real data.

Academic Significance and Societal Importance of the Research Achievements

日本におけるノンパラメトリック推測の研究は個々の分野で研究が発展しているが、相互の関連性はあまり研究されておらず、本研究で得られた成果はこの隙間を埋めるものも含まれている。特にカーネル型推定は滑らかな推測結果を与える利点があり、様々な分野で実用化されている。本研究では境界バイアスの改良など推定量の平均二乗誤差を改善する方法を提案している。また非線形パラメトリック法との融合させる研究成果を得ることができた。

Report

(5 results)
  • 2020 Final Research Report ( PDF )
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • Research Products

    (86 results)

All 2020 2019 2018 2017 2016

All Journal Article (33 results) (of which Int'l Joint Research: 5 results,  Peer Reviewed: 33 results,  Open Access: 15 results,  Acknowledgement Compliant: 3 results) Presentation (51 results) (of which Int'l Joint Research: 17 results,  Invited: 10 results) Book (2 results)

  • [Journal Article] New kernel estimators of the hazard ratio and their asymptotic properties2020

    • Author(s)
      Moriyama Taku、Maesono Yoshihiko
    • Journal Title

      Annals of the Institute of Statistical Mathematics

      Volume: 72 Issue: 1 Pages: 187-211

    • DOI

      10.1007/s10463-018-0685-6

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] CONDITIONAL PROBABILITY DENSITY AND REGRESSION FUNCTION ESTIMATIONS WITH TRANSFORMATION OF DATA2020

    • Author(s)
      Moriyama Taku、Maesono Yoshihiko
    • Journal Title

      Bulletin of informatics and cybernetics

      Volume: 52 Issue: 1 Pages: 1-25

    • DOI

      10.5109/2558879

    • NAID

      120006809220

    • ISSN
      0286-522X, 2435-743X
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] New type of gamma kernel density estimator2020

    • Author(s)
      Fauzi Rizky Reza、Maesono Yoshihiko
    • Journal Title

      Journal of the Korean Statistical Society

      Volume: 49 Issue: 3 Pages: 882-900

    • DOI

      10.1007/s42952-019-00040-w

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Theoretical properties of bandwidth selectors for kernel density estimation on the circle2020

    • Author(s)
      Tsuruta Yasuhito、Sagae Masahiko
    • Journal Title

      Annals of the Institute of Statistical Mathematics

      Volume: 72 Issue: 2 Pages: 511-530

    • DOI

      10.1007/s10463-018-0701-x

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Variable selection in multivariate linear models for functional data via sparse regularization2020

    • Author(s)
      Hidetoshi Matsui, Yuta Umezu
    • Journal Title

      Japanese Journal of Statistics and Data Science

      Volume: - Issue: 2 Pages: 453-467

    • DOI

      10.1007/s42081-019-00055-x

    • NAID

      210000179793

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Quadratic regression for functional response models2019

    • Author(s)
      Matsui, H.
    • Journal Title

      Econometrics and Statistics

      Volume: 印刷中 Pages: 125-136

    • DOI

      10.1016/j.ecosta.2018.12.003

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Computer vision-based phenotyping for improvement of plant productivity: a machine learning perspective2018

    • Author(s)
      Mochida Keiichi、Koda Satoru、Inoue Komaki、Hirayama Takashi、Tanaka Shojiro、Nishii Ryuei、Melgani Farid
    • Journal Title

      GigaScience

      Volume: 8 Issue: 1 Pages: 1-12

    • DOI

      10.1093/gigascience/giy153

    • Related Report
      2019 Annual Research Report 2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Strong model dependence in statistical analysis: goodness of fit is not enough for model choice2018

    • Author(s)
      Copas, J. & Eguchi, S.
    • Journal Title

      Ann Inst Stat Math

      Volume: 印刷中 Issue: 01 Pages: 1-10

    • DOI

      10.1142/s2661335219500023

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Sparse group lasso for multiclass functional logistic regression models2018

    • Author(s)
      Matsui Hidetoshi
    • Journal Title

      Communications in Statistics - Simulation and Computation

      Volume: 印刷中 Issue: 6 Pages: 1784-1797

    • DOI

      10.1080/03610918.2018.1423693

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Smoothed alternatives of the two-sample median and Wilcoxon's rank sum tests2018

    • Author(s)
      Moriyama Taku、Maesono Yoshihiko
    • Journal Title

      Statistics

      Volume: 52 Issue: 5 Pages: 1096-1115

    • DOI

      10.1080/02331888.2018.1469634

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] On direct kernel estimator of density ratio2018

    • Author(s)
      Motoyama Masanari、Maesono Yoshihiko
    • Journal Title

      Bulletin of Informatics and Cybernetics

      Volume: 50 Pages: 27-42

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Asymptotci mean squared error of kernel estimator of excess distribution function2018

    • Author(s)
      Shimokihara Atsushi、Maesono Yoshihiko
    • Journal Title

      Bulletin of Informatics and Cybernetics

      Volume: 50 Pages: 51-64

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Quantitative assessment of locomotive syndrome in Japanese office workers2018

    • Author(s)
      Kurumi Tsuruta, Saori Yoshinaga, Tomoko Shiomitsu, Hiroki Tamura, Yoshinori Fujii, Etsuo Chosa
    • Journal Title

      The Journal of Physical Fitness and Sports Medicine

      Volume: 7 Issue: 2 Pages: 143-149

    • DOI

      10.7600/jpfsm.7.143

    • NAID

      130006514271

    • ISSN
      2186-8123, 2186-8131
    • Related Report
      2018 Annual Research Report 2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Nonparametric Regression by applying Von Mises and Wrapped Cauchy Kernels2018

    • Author(s)
      Tsuruta Yasuhito、Sagae Masahiko
    • Journal Title

      Bulletin of Informatics and Cybernetics

      Volume: 50 Pages: 1-13

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 大規模地震を想定した重大な疾患を持つ避難行動要支援者の利用可能な避難施設を検討する手法の考察―鳩山町の国民健康保険データベースを活用して―2018

    • Author(s)
      森崎裕磨、藤生慎、髙山純一、柳原清子、西野辰哉、寒河江雅彦、平子紘平
    • Journal Title

      日本地震工学会論文集

      Volume: 18

    • NAID

      130006406317

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Evaluation of Regional Vulnerability to Disasters by People of Ishikawa, Japan: A Cross Sectional Study Using National Health Insurance Data.2018

    • Author(s)
      Fujiu M, Morisaki Y, Takayama J, Yanagihara K, Nishino T, Sagae M, Hirako K.
    • Journal Title

      International Journal of Environmental Research and Public Health

      Volume: 15(3) Issue: 3 Pages: 507-507

    • DOI

      10.3390/ijerph15030507

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Spatial and structured SVM for multilabel image classification2018

    • Author(s)
      S. Koda, A. Zeggada, F. Melgani and R. Nishii
    • Journal Title

      IEEE Transactions on Geoscience and Remote Sensing

      Volume: 56 Pages: 5948-5960

    • DOI

      10.1109/tgrs.2018.2828862

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Statistical and Machine Learning approaches to predict gene regulatory networks from transcriptome datasets2018

    • Author(s)
      K. Mochida, S. Koda, K. Inoue and R. Nishii
    • Journal Title

      Frontiers in Plant Science

      Volume: 9 Pages: 1-8

    • DOI

      10.3389/fpls.2018.01770

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Cell?free culture conditioned medium elicits pancreatic β cell lineage?specific epigenetic reprogramming in mice2018

    • Author(s)
      Kawamoto Koichi、Ohashi Tomofumi、Konno Masamitsu、Nishida Naohiro、Koseki Jun、Matsui Hidetoshi、Sakai Daisuke、Kudo Toshihiro、Eguchi Hidetoshi、Satoh Taroh、Doki Yuichiro、Mori Masaki、Ishii Hideshi
    • Journal Title

      Oncology Letters

      Volume: 16 Pages: 3255-3259

    • DOI

      10.3892/ol.2018.9008

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A note on variable selection in functional regression via random subspace method2018

    • Author(s)
      Smaga Lukasz、Matsui Hidetoshi
    • Journal Title

      Statistical Methods & Applications

      Volume: 印刷中 Issue: 3 Pages: 455-477

    • DOI

      10.1007/s10260-018-0421-7

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Smoothed alternatives of the two-sample median and Wilcoxon's rank sum tests2018

    • Author(s)
      Taku Moriyama and Yoshihiko Maesono
    • Journal Title

      Statistics

      Volume: -

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Spatial and structured SVM for multilabel image classification2018

    • Author(s)
      S. Koda, F. Melgani, A. Zeggada and R. Nishii
    • Journal Title

      IEEE Transactions on Geoscience and Remote Sensing

      Volume: -

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Error reduction for kernel distribution function estimators2017

    • Author(s)
      Rizky Reza Fauzi and Yoshihiko Maesono
    • Journal Title

      Bulletin of Informatics and Cybernetics

      Volume: 49 Pages: 53-66

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Asymptotic property of wrapped Cauchy kernel density estimation on the circle2017

    • Author(s)
      Yasuhito Tsuruta and Masahiko Sagae
    • Journal Title

      Bulletin of Informatics and Cybernetics

      Volume: 49 Pages: 1-10

    • Related Report
      2017 Annual Research Report 2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Higher order kernel density estimation on the circle2017

    • Author(s)
      Yasuhito Tsuruta and Masahiko Sagae
    • Journal Title

      Statistics and Probability Letters

      Volume: 131C Pages: 46-50

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Diurnal Transcriptome and Gene Network Represented through Sparse Modeling in Brachypodium distachyon2017

    • Author(s)
      Koda S, Onda Y, Matsui H, Takahagi K, Uehara-Yamaguchi Y, Shimizu M, Inoue K, Yoshida T, Sakurai T, Honda H, Eguchi S, Nishii R and Mochida K
    • Journal Title

      Front. Plant Sci

      Volume: 8 Pages: 2055-2055

    • DOI

      10.3389/fpls.2017.02055

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] GPSロガーを用いたクルーズ旅客の観光行動分析手法に関する研究2017

    • Author(s)
      大澤脩司、藤生慎、松田耕司、寒河江雅彦、鶴田靖人、髙山 純一、中山晶一朗
    • Journal Title

      日本クルーズ・フェリー学会論文集

      Volume: 7

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Asymptotic properties of a kernel type estimator of a density ratio2016

    • Author(s)
      Taku Moriyama and Yoshihiko Maesono
    • Journal Title

      Bulletin of Informatics and Cybernetics

      Volume: 48 Pages: 37-46

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Relation between awarding of grants-in-aid for scientific research and characteristics of applicants in Japanese universities.2016

    • Author(s)
      M. Hosotsubo and R. Nishii
    • Journal Title

      Scientmetrics

      Volume: 109 Issue: 2 Pages: 1097-1116

    • DOI

      10.1007/s11192-016-2074-3

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Novel wrapper approach for variable selection in support vector machine2016

    • Author(s)
      Satoru Koda, Ryuei Nishii and Yuta Fukasawa
    • Journal Title

      Bulletin of Informatics and Cybernetics

      Volume: 48 Pages: 105-117

    • NAID

      120006558903

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] AIC for the LASSO in generalized linear models2016

    • Author(s)
      Yoshiyuki Ninomiya and Shuichi Kawano
    • Journal Title

      Electronic Journal of Statistics

      Volume: 10 Pages: 2537-2560

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Ridge-type regularization method for questionnaire data analysis2016

    • Author(s)
      Y., Umezu, H., Matsuoka, H., Ikeda and Y. Ninomiya
    • Journal Title

      Pacific Journal of Mathematics for Industry

      Volume: 8 Issue: 1 Pages: 1-9

    • DOI

      10.1186/s40736-016-0024-x

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Clustering for Functional Data via Nonlinear Mixed Effects Models2016

    • Author(s)
      松井秀俊、三角俊裕、横溝孝明、小西貞則
    • Journal Title

      Ouyou toukeigaku

      Volume: 45 Issue: 1-2 Pages: 25-45

    • DOI

      10.5023/jappstat.45.25

    • NAID

      130005171068

    • ISSN
      0285-0370, 1883-8081
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Presentation] Mean Residual Life Function Estimators for Nonnegative Data by Logarithmic Transformation2019

    • Author(s)
      Rizky Reza Fauzi and Yoshihiko Maesono
    • Organizer
      Data Science, Statistics and Visualization 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Kernel-based Goodness-of-fit Test for Data with Boundaries2019

    • Author(s)
      Rizky Reza Fauzi、前園宜彦
    • Organizer
      統計関連学会連合大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 共変量を伴うデータに対するカーネル型ハザード関数推定2019

    • Author(s)
      清水雅憲、前園宜彦
    • Organizer
      日本数学会総合分科会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Automatic multivariate functional clustering for spatial longitudinal data2019

    • Author(s)
      Arai, N., Misumi, T., Matsui, H., Maesono, Y. and Konishi, S.
    • Organizer
      12th International Conference of the ERCIM WG on Computational and Methodological Statistics
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Structural change detection via common principal component analysis2019

    • Author(s)
      Matsukawa, T., Misumi, T., Konishi, S. and Maesono, Y.
    • Organizer
      12th International Conference of the ERCIM WG on Computational and Methodological Statistics
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Multivariate functional subspace classification for high-dimensional longitudinal data and its application2019

    • Author(s)
      Fukda, T., Misumi, T., Konishi, S. and Maesono, Y.
    • Organizer
      12th International Conference of the ERCIM WG on Computational and Methodological Statistics
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Two stage estimation procedure for spatial regression models and model selection2019

    • Author(s)
      S. Tanaka, R. Nishii and G. Fitrianto
    • Organizer
      IGARSS 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analysis of regional economic growth against crisis2019

    • Author(s)
      G. Fitrianto, S. Tanaka and R. Nishii
    • Organizer
      ISI World Statistics Congress
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Joint modeling and estimation for multivariate longitudinal data and binary outcome2019

    • Author(s)
      Misumi, T. and Matsui, H
    • Organizer
      12th International Conference of the ERCIM WG on Computational and Methodological Statistics
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Regularized interaction models for function-on-function regression2019

    • Author(s)
      Matsui Hidetoshi
    • Organizer
      3rd International Conference on Econometrics and Statistics
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] ローズダイアグラムの漸近的性質ー角度データのためのヒストグラム推定量についてー2019

    • Author(s)
      鶴田靖人、寒河江雅彦
    • Organizer
      研究集会”ノンパラメトリック統計解析とベイズ統計”(国際基督教大学)
    • Related Report
      2018 Annual Research Report
  • [Presentation] New type of gamma kernel density estimator2018

    • Author(s)
      Rizky Reza Fauzi、Maesono Yoshihiko
    • Organizer
      The 5th Institute of Mathematical Statistics Asia Pacific Rim Meeting (National University of Singapore)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ノンパラメトリックなハザード比推定のバイアス推定について2018

    • Author(s)
      森山卓、前園宜彦
    • Organizer
      統計関連学会連合大会(中央大学)
    • Related Report
      2018 Annual Research Report
  • [Presentation] Boundary-Free Estimators for Mean Residual Life Function by Logarithmic Transformation2018

    • Author(s)
      Rizky Reza Fauzi、前園宜彦
    • Organizer
      統計関連学会連合大会(中央大学)
    • Related Report
      2018 Annual Research Report
  • [Presentation] Mean Residual Life Function Estimators for Nonnegative Data by Logarithmic Transformation2018

    • Author(s)
      Rizky Reza Fauzi、前園宜彦
    • Organizer
      日本数学会総合分科会(岡山大学)
    • Related Report
      2018 Annual Research Report
  • [Presentation] On estimation for the mean residual life function2018

    • Author(s)
      Rizky Reza Fauzi、前園宜彦
    • Organizer
      研究集会”Various studies of statistical analysis for asymptotic theory, circular or time series”(南山大学)
    • Related Report
      2018 Annual Research Report
  • [Presentation] Kolmogorov-Smirnov test based on kernel estimation2018

    • Author(s)
      Rizky Reza Fauzi、前園宜彦
    • Organizer
      研究集会”融合する統計科学”(金沢大学サテライトプラザ)
    • Related Report
      2018 Annual Research Report
  • [Presentation] Boundary-free Kolmogorov-Smirnov test based on kernel estimation2018

    • Author(s)
      Rizky Reza Fauzi、前園宜彦
    • Organizer
      日本数学会年会(東京工業大学)
    • Related Report
      2018 Annual Research Report
  • [Presentation] Kernel-type mean residual life function eatimators for nonnegative data2018

    • Author(s)
      Rizky Reza Fauzi、前園宜彦
    • Organizer
      研究集会”ノンパラメトリック統計解析とベイズ統計”(国際基督教大学)
    • Related Report
      2018 Annual Research Report
  • [Presentation] CURRENT SITUATION AND ISSUES FOR EFFECTIVE USE OF STATISTICAL SOFTWARE IN JAPAN2018

    • Author(s)
      Fujii Yoshinori
    • Organizer
      International Conference of Teaching Statistics 10
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 角度データのための扇形ヒストグラムの漸近的性質2018

    • Author(s)
      鶴田靖人、寒河江雅彦
    • Organizer
      統計関連学会連合大会(中央大学)
    • Related Report
      2018 Annual Research Report
  • [Presentation] ビッグデータ時代の機械学習と統計手法2018

    • Author(s)
      西井龍映
    • Organizer
      電気情報通信学会 九州支部専門講習会
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] Kullback-Leibler 情報量に基づく Alternating Direction Method of Multipliers による精度行列のスパース推定2018

    • Author(s)
      上田勇祐、西井龍映、江田智尊
    • Organizer
      統計関連学会連合大会(中央大学)
    • Related Report
      2018 Annual Research Report
  • [Presentation] Functional regression modeling for agricultural data2018

    • Author(s)
      Matsui Hidetoshi、Mochida, Keiichi.
    • Organizer
      11th International Conference of the ERCIM WG on Computational and Methodological Statistics (University of Pisa)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Quadratic regression for function-on-function models2018

    • Author(s)
      Matsui Hidetoshi
    • Organizer
      The 5th Institute of Mathematical Statistics Asia Pacific Rim Meeting (National University of Singapore)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Boundary free estimators of distribution function with transformation2018

    • Author(s)
      Rizky Reza Fauzi,前園宜彦
    • Organizer
      研究集会”生命・自然科学における複雑現象解明のための統計的アプローチ”
    • Related Report
      2017 Annual Research Report
  • [Presentation] Smoothed two-sample nonparametric tests and their asymptotic properties2018

    • Author(s)
      森山卓,前園宜彦
    • Organizer
      研究集会”Current topics on algebraic statistics and related fields”
    • Related Report
      2017 Annual Research Report
  • [Presentation] Smoothed two-sample nonparametric tests and their asymptotic properties2018

    • Author(s)
      森山卓,前園宜彦
    • Organizer
      日本数学会年会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 関数の比のノンパラメトリック推定について2018

    • Author(s)
      森山卓,前園宜彦
    • Organizer
      研究集会”ノンパラメトリック統計解析とベイズ統計”
    • Related Report
      2017 Annual Research Report
  • [Presentation] Boundary-free Estimators of Distribution Function with Transformation2018

    • Author(s)
      Rizky Reza Fauzi,前園宜彦
    • Organizer
      研究集会”ノンパラメトリック統計解析とベイズ統計”
    • Related Report
      2017 Annual Research Report
  • [Presentation] Modified gamma kernel density estimator by variance reduction2017

    • Author(s)
      Rizky Reza Fauzi、前園宜彦
    • Organizer
      研究集会”ノンパラメトリック統計解析とベイズ統計”
    • Place of Presentation
      慶応大学
    • Year and Date
      2017-03-28
    • Related Report
      2016 Annual Research Report
  • [Presentation] Modified gamma kernel density estimator2017

    • Author(s)
      前園宜彦、Rizky Reza Fauzi
    • Organizer
      日本数学会年会
    • Place of Presentation
      首都大学東京
    • Year and Date
      2017-03-24
    • Related Report
      2016 Annual Research Report
  • [Presentation] ニ標本ノンパラメトリック検定の連続化と局所漸近検出力2017

    • Author(s)
      森山卓、前園宜彦
    • Organizer
      研究集会”統計科学の現代的課題”
    • Place of Presentation
      金沢大学サテライトプラザ
    • Year and Date
      2017-01-27
    • Related Report
      2016 Annual Research Report
  • [Presentation] Error Reduction for Kernel Distribution Function Estimators2017

    • Author(s)
      Rizky Reza Fauzi,前園宜彦
    • Organizer
      統計関連学会連合大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] On direct kernel estimator of density ratio2017

    • Author(s)
      本山真誠,前園宜彦
    • Organizer
      日本数学会総合分科会
    • Related Report
      2017 Annual Research Report
  • [Presentation] On direct kernel estimator of density ratio2017

    • Author(s)
      本山真誠,前園宜彦
    • Organizer
      研究集会”多様な分野における統計科学の総合的研究”
    • Related Report
      2017 Annual Research Report
  • [Presentation] A homogeneity test for odds ratio in 2x2 tables2017

    • Author(s)
      藤井良宜
    • Organizer
      Hangzhou International Statistical Symposium
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 方向統計学における多変量ノンパラメトリック回帰モデルとその漸近的性質2017

    • Author(s)
      鶴田靖人,寒河江雅彦
    • Organizer
      統計関連学会連合大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 円周上の局所多項式回帰モデルの漸近的性質2017

    • Author(s)
      鶴田靖人,寒河江雅彦
    • Organizer
      統計関連学会連合大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Feature Selection of Support Vector Regression Based on Information Theoretic Criteria2017

    • Author(s)
      西井龍映
    • Organizer
      The SIAM Workshop on Parameter Space Dimension Reduction
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Quadratic regression for functional response models2017

    • Author(s)
      松井秀俊
    • Organizer
      10th International Conference of the ERCIM WG on Computational and Methodological Statistics
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] スパース正則化に基づく関数データ判別による遺伝子データ解析2017

    • Author(s)
      松井秀俊
    • Organizer
      研究集会”規模統計モデリングと計算統計IV”
    • Related Report
      2017 Annual Research Report
  • [Presentation] Sparse regularization for functional logistic regression modeling2016

    • Author(s)
      Hidetoshi Matsui
    • Organizer
      International Symposium on Statistical Analysis for Large Complex Data
    • Place of Presentation
      筑波大学
    • Year and Date
      2016-11-21
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Modifying Gamma Kernel Density Estimator by Reducing Variance2016

    • Author(s)
      Rizky Reza Fauzi、前園宜彦
    • Organizer
      研究集会”統計科学における数理と理論の最先端について”
    • Place of Presentation
      北海道大学
    • Year and Date
      2016-10-27
    • Related Report
      2016 Annual Research Report
  • [Presentation] 条件付き密度関数のカーネル型直接推定と回帰分析への応用2016

    • Author(s)
      森山卓、前園宜彦
    • Organizer
      日本数学会総合分科会
    • Place of Presentation
      関西大学
    • Year and Date
      2016-09-15
    • Related Report
      2016 Annual Research Report
  • [Presentation] ベイジアンネットワークによる構造学習と材料品質への応用ー統計的手法の産業界への貢献ー2016

    • Author(s)
      西井龍映
    • Organizer
      日本機械学会年次大会
    • Place of Presentation
      九州大学
    • Year and Date
      2016-09-11
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] Modified Gamma Kernel Density Estimator2016

    • Author(s)
      Rizky Reza Fauzi、前園宜彦
    • Organizer
      統計関連学会連合大会
    • Place of Presentation
      金沢大学
    • Year and Date
      2016-09-05
    • Related Report
      2016 Annual Research Report
  • [Presentation] 産業連関表データに基づく地域クラスタリング分析の試み2016

    • Author(s)
      けい子 、寒河江 雅彦
    • Organizer
      統計関連学会連合大会
    • Place of Presentation
      金沢大学
    • Year and Date
      2016-09-05
    • Related Report
      2016 Annual Research Report
  • [Presentation] 混合効果モデルに対する情報量規準とスパース推定2016

    • Author(s)
      二宮嘉行、楊道偉、松井秀俊
    • Organizer
      統計関連学会連合大会
    • Place of Presentation
      金沢大学
    • Year and Date
      2016-09-05
    • Related Report
      2016 Annual Research Report
  • [Presentation] On Asymptotics of multivariate non-Gaussian quasi-likelihood2016

    • Author(s)
      Hiroki Masuda
    • Organizer
      World Congress in Probability and Statistics
    • Place of Presentation
      Tront Canada
    • Year and Date
      2016-07-11
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] Asymptotic properties of kernel type estimators of ratios2016

    • Author(s)
      Taku Moriyama and Yoshihiko Maesono
    • Organizer
      The 4th Institute of Mathematical Statistics Asia Pacific Rim Meeting
    • Place of Presentation
      he Chinese University of Hong Kong
    • Year and Date
      2016-06-27
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Book] ノンパラメトリック統計2019

    • Author(s)
      前園宜彦
    • Total Pages
      256
    • Publisher
      共立出版
    • ISBN
      4320112067
    • Related Report
      2019 Annual Research Report
  • [Book] スパース推定法による統計モデリング2018

    • Author(s)
      川野秀一、松井秀俊、廣瀬慧
    • Total Pages
      155
    • Publisher
      共立出版
    • ISBN
      9784320112575
    • Related Report
      2017 Annual Research Report

URL: 

Published: 2016-04-21   Modified: 2022-01-27  

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