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Statistical Analysis and Modeling of Environmental and Ecological Data

Research Project

Project/Area Number 21300107
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Statistical science
Research InstitutionKeio University

Principal Investigator

SHIMIZU Kunio  慶應義塾大学, 理工学部, 教授 (60110946)

Co-Investigator(Kenkyū-buntansha) KASHIWAGI Nobuhisa  統計数理研究所, データ科学研究系, 教授 (50150032)
KURIHARA Koji  岡山大学, 環境学研究科, 教授 (20170087)
NISHII Ryuei  九州大学, マス・フォア・インダストリ研究所, 教授 (40127684)
FUKUCHI Hajime  首都大学東京, システムデザイン学部, 教授 (90358820)
KANEFUJI Koji  統計数理研究所, データ科学研究系, 教授 (40233902)
OHNISHI Toshio  九州大学, 経済学研究科(研究院), 准教授 (60353413)
甫喜本 司  東京大学, 経済学研究科, 特任研究員 (00241373)
Co-Investigator(Renkei-kenkyūsha) HOKIMOTO Tsukasa  東京大学, 経済学研究科, 特任研究員 (00241373)
Project Period (FY) 2009 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥16,120,000 (Direct Cost: ¥12,400,000、Indirect Cost: ¥3,720,000)
Fiscal Year 2011: ¥5,980,000 (Direct Cost: ¥4,600,000、Indirect Cost: ¥1,380,000)
Fiscal Year 2010: ¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2009: ¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Keywords空間・環境統計 / 方向統計 / データサイエンス / 環境リスク評価 / ベイズ統計 / エシェロン解析 / 統計的予測 / 方向統計学 / 円周統計学 / 時空間データ / モデル選択 / 国際研究者交流 / トルコ:中国 / バクテリアゲノムデータ / 中国:ブラジル / 離散分布 / マレーシア
Research Abstract

We studied about how to construct statistical models for environmental and ecological data such as concentration of nitrogen oxides in the atmosphere and oxygen in the water. Statistical analysis of real data such as orientations of migrating birds and fallen trees was also studied using directional statistics.

Report

(4 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (42 results)

All 2012 2011 2010 2009 Other

All Journal Article (22 results) (of which Peer Reviewed: 21 results) Presentation (11 results) Remarks (7 results) Patent(Industrial Property Rights) (2 results)

  • [Journal Article] 森林被覆率の非線形回帰モデリング2012

    • Author(s)
      宮田大毅, 西井龍映, 田中章司郎
    • Journal Title

      統計数理

      Volume: 60巻第1号(掲載決定)

    • NAID

      120006020415

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Modeling and comparing the organization of circular genomes2011

    • Author(s)
      Shieh, G. S-R., Zheng, S., Johnson, R. A., Chang, Y-F., Shimizu, K., Wang C-C. and Tang, S-L.
    • Journal Title

      Bioinformatics

      Volume: 27(7) Pages: 912-918

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] On an extension of the von Mises distribution due to Batschelet2011

    • Author(s)
      Pewsey, A., Shimizu, K. and de la Cruz, R
    • Journal Title

      Journal of Applied Statistics

      Volume: 38 Pages: 1073-1085

    • Related Report
      2011 Annual Research Report 2011 Final Research Report 2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A family which integrates the generalized Charlier series and extended non-central negative binomial distributions2011

    • Author(s)
      Sugita, T., Shimizu, K., Ong, S. H. and Ng, C. M
    • Journal Title

      Communications in Statistics-Theory and Methods

      Volume: 40 Pages: 1977-1998

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Bayesian approach to probabilistic ecological risk assessment : risk comparison of nine toxic substances in Tokyo surface waters2011

    • Author(s)
      Hayashi, T. and Kashiwagi, N
    • Journal Title

      Environmental Science and Pollution Research

      Volume: 18 Pages: 365-375

    • Related Report
      2011 Annual Research Report 2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Airlines scheduling model and solution algorithms2011

    • Author(s)
      Al-Sultan, Ahmed Thanyan, Ishioka, F. and Kurihara, K
    • Journal Title

      Communications of the Korean Statistical Society

      Volume: 18(2) Pages: 257-266

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Discriminant analysis of native thoracic aortic curvature : Risk prediction for endoleak formation after thoracic endovascular aortic repair2011

    • Author(s)
      Nakatamari, H., Ueda, T., Ishioka, F., Raman, B., Kurihara, K., Rubin, G., Ito, H. and Sze, D
    • Journal Title

      Journal of Vascular and Interventional Radiology

      Volume: 22(7) Pages: 974-979

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] 高速衛星放送システム実現のための降雨減衰対策技術-アジア多雨地域でのタイムダイバーシチ効果の検討-2011

    • Author(s)
      福地一
    • Journal Title

      Telecom Frontier

      Volume: 70 Pages: 34-49

    • Related Report
      2011 Final Research Report
  • [Journal Article] An extension of risk measures using non-precise a-priori densities2011

    • Author(s)
      Kageyama, M., Fujii, T., Kanefuji, K. and Tsubaki, H
    • Journal Title

      Journal of Uncertain Systems

      Volume: 5 Pages: 314-320

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Conditional value-at-risk for random immediate reward variables in Markov decision processes2011

    • Author(s)
      Kageyama, M., Fujii, T., Kanefuji, K. and Tsubaki, H
    • Journal Title

      American Journal of Computational Mathematics

      Volume: 1(3) Pages: 183-188

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Saddlepoint condition on a predictor to reconfirm the need for the assumption of a prior distribution2011

    • Author(s)
      Yanagimoto, T. and Ohnishi, T
    • Journal Title

      Journal of Statistical Planning and Inference

      Volume: 141 Pages: 1990-2000

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] An extension of risk measures using non-precise a-prioridensities2011

    • Author(s)
      Kageyama, M., Fujii, T., Kanefuji, K., Tsubaki, H.
    • Journal Title

      Journal of Uncertain Systems

      Volume: 5 Pages: 314-320

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Modeling and comparing the organization of circular genomes2011

    • Author(s)
      Grace S.Shieh, et al.
    • Journal Title

      Bioinformatics

      Volume: 27 Pages: 912-918

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Symmetric unimodal models for directional data motivated by inverse-stereographic projection2010

    • Author(s)
      Abe, T., Shimizu, K. and Pewsey, A
    • Journal Title

      Journal of the Japan Statistical Society

      Volume: 40 Pages: 45-61

    • NAID

      10026983544

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Bayesian method for deriving species-sensitivity distributions : Selecting the best-fit tolerance distributions of taxonomic groups2010

    • Author(s)
      Hayashi, T. and Kashiwagi, N
    • Journal Title

      International Journal of Human and Ecological Risk Assessment

      Volume: 16 Pages: 251-263

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Duality induced from conjugacy in the curved exponential family2010

    • Author(s)
      Ohnishi, T. and Yanagimoto, T
    • Journal Title

      Journal of the Japan Statistical Society

      Volume: 40 Pages: 23-43

    • NAID

      10026983516

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Symmetric unimodal models for directional data motivated by inverse stereographic projection2010

    • Author(s)
      Toshihiro Abe, Kunio Shimizu, Arthur Pewsey
    • Journal Title

      Journal of the Japan Statistical Society

      Volume: 40 Pages: 45-61

    • NAID

      10026983544

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] On Papakonstantinou's extension of the cardioid distribution2009

    • Author(s)
      Abe, T., Pewsey, A. and Shimizu, K
    • Journal Title

      Statistics & Probability Letters

      Volume: 79 Pages: 2138-2147

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] IEEE Trans Verification of polarimetric calibration method including Faraday rotation compensation using PALSAR data2009

    • Author(s)
      Takeshiro, A., Furuya, T. and Fukuchi, H.
    • Journal Title

      Geoscience and Remote Sensing

      Volume: 47(12) Pages: 3960-3968

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] On Papakonstantinou's extension of the cardioid distribution2009

    • Author(s)
      Toshihiro Abe
    • Journal Title

      Statistics & Probability Letters VOL.79

      Pages: 2138-2147

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Effects of intra-plant competition on the ensuing spatial branching patterns of straits rhododenron2009

    • Author(s)
      Mahdi Faravani
    • Journal Title

      Research Journal of Environmental Sciences VOL.3

      Pages: 427-438

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A discrete distribution arising as a solution of a linear difference equation : Extension of the non central negative binomial distribution2009

    • Author(s)
      Seng Huat Ong
    • Journal Title

      Communications in Statistics-Theory and Methods VOL.38

      Pages: 927-938

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] Inherent dual structure of optimal predictors in Bayesian model averaging2012

    • Author(s)
      大西俊郎, 柳本武美
    • Organizer
      科研費研究集会「数理統計学と代数統計の新たな展開」
    • Place of Presentation
      つくば国際会議場
    • Year and Date
      2012-01-21
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] Modified Mobius distributions on the unit disc2011

    • Author(s)
      Shimizu, K
    • Organizer
      International Conference on Advances in Probability and Statistics-Theory and Applications : A Celebration of N. Balakrishnan's 30 years of Contributions to Statistics
    • Place of Presentation
      The Chinese University of Hong Kong, China
    • Year and Date
      2011-12-29
    • Related Report
      2011 Final Research Report
  • [Presentation] Modified Mobius distributions on the unit disc2011

    • Author(s)
      Kunio Shimizu
    • Organizer
      International Conference on Advances in Probability and Statistics-Theory and Applications
    • Place of Presentation
      The Chinese University of Hong Kong(招待講演)
    • Year and Date
      2011-12-29
    • Related Report
      2011 Annual Research Report
  • [Presentation] Statistical assessment methods for ambient water quality criteria for dissolved oxygen2011

    • Author(s)
      Kanefuji1, K., Iwase, K., Okada, M
    • Organizer
      In JSM Proceedings, Statistics and the Environment Section
    • Place of Presentation
      American Statistical Association, Miami Beach, Florida
    • Year and Date
      2011-08-02
    • Related Report
      2011 Final Research Report
  • [Presentation] Spatial clustering for spatial-temporal lattice data and its applications in modern industry2011

    • Author(s)
      Kurihara, K
    • Organizer
      2011 International Conference : Applications of Statistical Methods in the Modern Industry
    • Place of Presentation
      Chung-Ang University
    • Year and Date
      2011-06-24
    • Related Report
      2011 Final Research Report
  • [Presentation] Spatial Clustering for Spatial-temporal Lattice Data and its Applications in Modern Industry2011

    • Author(s)
      Koji Kurihara
    • Organizer
      2011 international conference : Applications of Statistical Methods in the Modern Industry
    • Place of Presentation
      Chung-Ang University(招待講演)
    • Year and Date
      2011-06-24
    • Related Report
      2011 Annual Research Report
  • [Presentation] Application of hidden Markov model for the sea state analysis2011

    • Author(s)
      Hokimoto, T. and Shimizu, K
    • Organizer
      New Developments in Theory and Applications of Statistics
    • Place of Presentation
      Ankara, Turkey
    • Year and Date
      2011-05-03
    • Related Report
      2011 Final Research Report
  • [Presentation] ダミー変数を用いた重回帰による海水温のトレンドの推定と考察2011

    • Author(s)
      二宮勝幸, 柏木宣久, 岡敬一, 永山恵
    • Organizer
      日本水環境学会
    • Related Report
      2011 Final Research Report
  • [Presentation] Spatiotemporal properties of rainfall rate and rain-induced attenuation for attenuation mitigation technologies2011

    • Author(s)
      Fukuchi, H
    • Organizer
      AIAA ICSSC2011
    • Place of Presentation
      Nara
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] A family of skew distributions on the unit disc of arbitrary dimension2010

    • Author(s)
      Kunio Shimizu
    • Organizer
      The 1st Conference on Applied Probability and Statistical Methods
    • Place of Presentation
      Maresias (Brazil)
    • Year and Date
      2010-08-10
    • Related Report
      2010 Annual Research Report
  • [Presentation] 方向統計学における確率分布2010

    • Author(s)
      清水邦夫
    • Organizer
      日本数学会2010年度春季年会
    • Place of Presentation
      慶應義塾大学
    • Year and Date
      2010-03-26
    • Related Report
      2009 Annual Research Report
  • [Remarks]

    • URL

      http://www.stat.math.keio.ac.jp/shimizu/index.ja.html

    • Related Report
      2011 Final Research Report
  • [Remarks]

    • URL

      http://www.ems.okayama-u.ac.jp/kurihara/

    • Related Report
      2011 Final Research Report
  • [Remarks]

    • Related Report
      2011 Final Research Report
  • [Remarks]

    • URL

      http://www.stat.math.keio.ac.jp/shimizu/index.ja.html

    • Related Report
      2011 Annual Research Report
  • [Remarks]

    • URL

      http://www.ems.okayama-u.ac.jp/kurihara/

    • Related Report
      2011 Annual Research Report
  • [Remarks]

    • URL

      http://www.stat.math.keio.ac.jp/shimizu/index.ja.html

    • Related Report
      2010 Annual Research Report
  • [Remarks]

    • URL

      http://www.stat.math.keio.ac.jp/shimizu/index.ja.html

    • Related Report
      2009 Annual Research Report
  • [Patent(Industrial Property Rights)] 車両用運転支援装置2011

    • Inventor(s)
      西井龍映
    • Industrial Property Rights Holder
      九大・マツダ
    • Filing Date
      2011-07-20
    • Related Report
      2011 Final Research Report
  • [Patent(Industrial Property Rights)] 車両用運転支援装置2011

    • Inventor(s)
      西井龍映
    • Industrial Property Rights Holder
      九大・マツダ
    • Filing Date
      2011-07-20
    • Related Report
      2011 Annual Research Report

URL: 

Published: 2009-04-01   Modified: 2016-04-21  

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