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Evaluation of location estimates based on the Radial distributions generated by positive distributions

Research Project

Project/Area Number 26540014
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Statistical science
Research InstitutionChuo University

Principal Investigator

Kamakura Toshinari  中央大学, 理工学部, 教授 (40150031)

Co-Investigator(Kenkyū-buntansha) 小椋 透  三重大学, 医学部附属病院, 講師 (00580060)
大草 孝介  九州大学, 芸術工学研究院, 助教 (30636907)
Co-Investigator(Renkei-kenkyūsha) OKUSA Kosuke  九州大学, 芸術工学研究科, 助教 (30636907)
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2016: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywordsワイブル分布 / 位置推定 / 回転分布 / 正の分布 / 大数正規分布 / Positive distribution / Weibull distribution / lognormal distribution / location estimation / 周辺分布 / 条件付き分布
Outline of Final Research Achievements

We have developed algorithms for finding the confidence region for specifying the confidence level that trusts the location estimates by constructing the statistical model and estimating its parameters of the position estimation of the person in the room with high precision. It is possible to accurately estimate the location parameter by the rotation distributions from the Weibull distribution and the lognormal distribution which are positive distributions. By using the implicit function theorem, we can calculate the asymptotic distribution of the conditional maximum likelihood estimators for confidence regions of the location.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (47 results)

All 2017 2016 2015 2014

All Journal Article (24 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 22 results,  Open Access: 14 results,  Acknowledgement Compliant: 1 results) Presentation (21 results) (of which Int'l Joint Research: 2 results,  Invited: 3 results) Book (2 results)

  • [Journal Article] A Simulation Study on Performance Validation of Indoor Location Estimation Based on the Radial Positive Distribution2016

    • Author(s)
      Kosuke Okusa and Toshinari Kamakura
    • Journal Title

      Transactions on Engineering Technologies: World Congress on Engineering and Computer Science 2015

      Volume: 1 Pages: 89-99

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Proposal of a Modulated Extended Cumulative Exposure Model for the Step-Up Voltage Test2016

    • Author(s)
      Sakumura, T. and Kamakura, T.
    • Journal Title

      Transactions on Engineering Technologies: World Congress on Engineering and Computer Science 2015

      Volume: 2 Pages: 349-363

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Testing for Uniformity of Line Segments2016

    • Author(s)
      Akimoto, Y., Sakumura, T., and Kamakura, T.
    • Journal Title

      IAENG International Journal of Computer Science (IJCS)

      Volume: 43 Pages: 192-197

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 窓打ち切り状況下での交代再生過程のパラメー タの最尤推定2016

    • Author(s)
      阿部興, 鎌倉稔成
    • Journal Title

      計算機統計学

      Volume: 29 Pages: 133-145

    • NAID

      130005631746

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Improving and extending the McNemar test using the Bayesian method2016

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

      Statistics in Medicine

      Volume: 35 Issue: 14 Pages: 2455-2466

    • DOI

      10.1002/sim.6875

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Powerful test of two proportions by assuming a registered prior density2016

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

      Communications in Statistics - Simulation and Computation

      Volume: 45 Issue: 6 Pages: 1936-1949

    • DOI

      10.1080/03610918.2014.882949

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Combination of Urinary Sodium/Creatinine Ratio and Plasma Brain Natriuretic Peptide Level Predicts Successful Tolvaptan Therapy in Patients With Heart Failure and Volume Overload2016

    • Author(s)
      Sato, Y., Dohi, K., Watanabe, K., Tanimura, M., Takeuchi, T., Sugiura, E., Sugimoto, T., Kumagai, N., Ogura, T., Nakamori, S., Fujimoto, N., Yamada, N., Ito, M.
    • Journal Title

      International Heart Journal

      Volume: 57 Issue: 2 Pages: 211-219

    • DOI

      10.1536/ihj.15-330

    • NAID

      130005139757

    • ISSN
      1349-2365, 1349-3299
    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] Chronic Inflammatory Disease Is an Independent Risk Factor for Coronary Flow Velocity Reserve Impairment Unrelated to the Processes of Coronary Artery Calcium Deposition2016

    • Author(s)
      Kakuta, K., Dohi, K., Sato, Y., Yamanaka, T., Kawamura, M., Ogura, T., Nakamori, S., Fujimoto, N., Fujii, E., Yamada, N., Ito, M.
    • Journal Title

      Journal of the American Society of Echocardiography

      Volume: 29 Issue: 2 Pages: 173-180

    • DOI

      10.1016/j.echo.2015.09.001

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] Indoor Location Estimation based on the RSS method using Radial Log-normal Distribution2015

    • Author(s)
      Okusa, K. and T. Kamakura
    • Journal Title

      International Symposium on Computational Intelligence and Informatics

      Volume: 1 Pages: 29-34

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Modulated Extended Cumulative Exposure Model with Application to the Step-Up Voltage Test2015

    • Author(s)
      T. Sakumura and T. Kamakura
    • Journal Title

      WCECS 2015

      Volume: 1 Pages: 255-260

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Directional Data Analysis for Line Segments2015

    • Author(s)
      Akimoto, Y., T. Sakumura and T. Kamakura
    • Journal Title

      Proceedings of World Congress on Engineering and Computer Science 2015

      Volume: 2 Pages: 770-775

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Property of LM Tests for reliability distributions in case of small samples2015

    • Author(s)
      Kamakura, T. and T. Sakumura
    • Journal Title

      Proceedings of the International Workshop on Applied Methods of Statistical Analysis. Nonparametric Approach

      Volume: 1 Pages: 200-207

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Statistical Problems on Estimating for Heat Seal Parameters2015

    • Author(s)
      Inomata T. and Kamakura, T.
    • Journal Title

      Newswood and International Association of Engineers

      Volume: 2216 Pages: 871-876

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] Likelihood-based Inference for Weibull Distribution2015

    • Author(s)
      Kamakura, T. and T. Sakumura
    • Journal Title

      MMR 2015

      Volume: 1 Pages: 855-862

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] The Statistical Models for Estimating Heat Seal Parameters in the Bag-making Machine2015

    • Author(s)
      Inomata, T. and Kamakura, T.
    • Journal Title

      Engineering Letters

      Volume: 23 Pages: 326-332

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Statistical Problems on Estimating for Heat Seal Parameters2015

    • Author(s)
      Takashi Inomata, and Toshinari Kamakura
    • Journal Title

      Proceedings of The International MultiConference of Engineers and Computer Scientists 2015,The 2015 IAENG International Conference on Industrial Engineering

      Volume: 1 Pages: 871-876

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] ランダムなエントリー時間を持つ生存関数の推定2014

    • Author(s)
      阿部興,鎌倉稔成
    • Journal Title

      日本計算機統計学会第28回大会論文集,日本計算機統計学会

      Volume: 1 Pages: 23-26

    • Related Report
      2014 Research-status Report
  • [Journal Article] A study on gait parameter estimation stability for the frontal view gait video data based on simulation2014

    • Author(s)
      Kosuke Okusa and Toshinari Kamakura
    • Journal Title

      IAENG Transactions on Engineering Sciences -Ao, Chan, Katagiri & Xu (Eds),CRC Press

      Volume: 1 Pages: 421-428

    • DOI

      10.1201/b16763-46

    • ISBN
      9780429227202
    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Approximate testing for logistic regression parameters2014

    • Author(s)
      Toshinari Kamakura
    • Journal Title

      XXVII International Biometric Conference,The Italian Region of the International Biometric Society

      Volume: 1 Pages: 54-54

    • Related Report
      2014 Research-status Report
  • [Journal Article] Statistical registration of frontal view gait silhouette with application to gait analysis2014

    • Author(s)
      Kosuke Okusa and Toshinari Kamakura
    • Journal Title

      Proceedings of COMPSTAT 2014,The 21st International Conference on Computational Statistics

      Volume: 1 Pages: 411-418

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] A consistent method of estimation for the parameters of the three-parameter gamma distribution2014

    • Author(s)
      Hideki Nagatsuka, N. Balakrishnan and Toshinari Kamakura
    • Journal Title

      Communications in Statistics - Theory and Methods

      Volume: 83 Pages: 3905-3926

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] <b>MODIFIED NON-OVERLAPPING TEMPLATE MATCHING </b><b>TEST AND PROPOSAL ON SETTING TEMPLATE </b>2014

    • Author(s)
      Takeda, Y., Huzii, M., Watanabe, N. and Kamakura, T.
    • Journal Title

      Journal of the Japanese Society of Computational Statistics

      Volume: 27 Issue: 1 Pages: 49-60

    • DOI

      10.5183/jjscs.1311001_208

    • NAID

      130004842783

    • ISSN
      0915-2350, 1881-1337
    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] A rank test based on the moments of order statistics of the modified Makeham distribution2014

    • Author(s)
      Ogura, T. and Murakami, H
    • Journal Title

      Computational Statistics

      Volume: 29 Issue: 6 Pages: 1691-1711

    • DOI

      10.1007/s00180-014-0513-2

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] 振動を伴う状態変化過程のデータを用いた安定状態の推定2014

    • Author(s)
      猪俣考史,鎌倉稔成,後藤順哉
    • Journal Title

      応用統計学

      Volume: 43 Pages: 45-57

    • NAID

      130005069595

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] 一次元線分過程の統計的性質2017

    • Author(s)
      阿部興, 鎌倉稔成
    • Organizer
      第 16 回西東京統計研究会
    • Place of Presentation
      専修大学生田キャンパス
    • Related Report
      2016 Annual Research Report
  • [Presentation] 土砂被害領域の楕円推定とその面積分布の比較2017

    • Author(s)
      作村建紀,鎌倉稔成
    • Organizer
      第 16 回西東京統計研究会
    • Place of Presentation
      専修大学生田キャンパス
    • Related Report
      2016 Annual Research Report
  • [Presentation] 活断層における線分の角度データの解析法2017

    • Author(s)
      秋元良友,神谷勇太,鎌倉稔成
    • Organizer
      第 16 回西東京統計研究会
    • Place of Presentation
      専修大学生田キャンパス
    • Related Report
      2016 Annual Research Report
  • [Presentation] 楕円推定と土砂災害へのべき乗則モデルの適用に関する研究2016

    • Author(s)
      作村建紀,鎌倉稔成
    • Organizer
      日本計算機統計学会第30回シンポジウム
    • Place of Presentation
      沼津
    • Year and Date
      2016-11-24
    • Related Report
      2016 Annual Research Report
  • [Presentation] 生体認証機器の統計的評価に関する研究2016

    • Author(s)
      永井利昌,鎌倉稔成
    • Organizer
      日本計算機統計学会第30回シンポジウム
    • Place of Presentation
      沼津
    • Year and Date
      2016-11-24
    • Related Report
      2016 Annual Research Report
  • [Presentation] Statistical models for demand forecasting based on the big data of sales records2016

    • Author(s)
      Kamakura, T.
    • Organizer
      Conference on Information Management 2016
    • Place of Presentation
      Hanoi, Vietnam
    • Year and Date
      2016-10-20
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ビッグデータ時代における統計学の役割2016

    • Author(s)
      鎌倉稔成
    • Organizer
      2016年度統計関連学会連合大会
    • Place of Presentation
      金沢大学
    • Year and Date
      2016-09-04
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] 二項確率のロジット変換値における信用区間の構成とその適用例2016

    • Author(s)
      小椋透, 柳本武美
    • Organizer
      2016年度統計関連学会連合大会
    • Place of Presentation
      金沢大学
    • Year and Date
      2016-09-04
    • Related Report
      2016 Annual Research Report
  • [Presentation] Combining Evidences from Multiple Binary matched-Pairs Data using a Bayesian Approach2016

    • Author(s)
      Ogura, T. and Yanagimoto, T.
    • Organizer
      37th Annual Conference of the international society of clinical biostatistics
    • Place of Presentation
      Vigo, Spain
    • Year and Date
      2016-07-09
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 線分の角度データにおけるクラスタリング法について2016

    • Author(s)
      秋元良友,鎌倉稔成
    • Organizer
      日本計算機統計学会第30回大会
    • Place of Presentation
      京都
    • Year and Date
      2016-05-19
    • Related Report
      2016 Annual Research Report
  • [Presentation] 交替再生過程を用いた再発事象のモデリング2016

    • Author(s)
      阿部興,鎌倉稔成
    • Organizer
      第15回西東京統計研究会
    • Place of Presentation
      田町
    • Year and Date
      2016-03-09
    • Related Report
      2015 Research-status Report
  • [Presentation] 2次元非定常ポアソン過程とPoincare Coneを用いた津波の強度推定2016

    • Author(s)
      永井利昌,鎌倉稔成
    • Organizer
      第15回西東京統計研究会
    • Place of Presentation
      田町
    • Year and Date
      2016-03-09
    • Related Report
      2015 Research-status Report
  • [Presentation] フォルマント分析を用いた歩行識別2016

    • Author(s)
      泉谷聡史,作村建紀,鎌倉稔成
    • Organizer
      第15回西東京統計研究会
    • Place of Presentation
      田町
    • Year and Date
      2016-03-09
    • Related Report
      2015 Research-status Report
  • [Presentation] Indoor location estimation based on biased ToA data2016

    • Author(s)
      Yoshida, A. and T. Kamakura
    • Organizer
      第15回西東京統計研究会
    • Place of Presentation
      田町
    • Year and Date
      2016-03-09
    • Related Report
      2015 Research-status Report
  • [Presentation] 線分の角度データのクラスタリング2016

    • Author(s)
      秋元良友,鎌倉稔成
    • Organizer
      第15回西東京統計研究会
    • Place of Presentation
      田町
    • Year and Date
      2016-03-09
    • Related Report
      2015 Research-status Report
  • [Presentation] ワイブル分布のパラメータ推測における検定統計量の小標本の振る舞いについて2016

    • Author(s)
      作村建紀,鎌倉稔成
    • Organizer
      第15回西東京統計研究会
    • Place of Presentation
      田町
    • Year and Date
      2016-03-09
    • Related Report
      2015 Research-status Report
  • [Presentation] Approximate estimates of distribution parameters from incomplete data of line segments in the field of bounded spatial regions2015

    • Author(s)
      Toshinari Kamakura
    • Organizer
      Universiti Kebangsaan Malaysia
    • Place of Presentation
      Jalan Reko, Malaysia
    • Year and Date
      2015-03-26 – 2015-03-28
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] Directional analysis of Japanese active faults2015

    • Author(s)
      Akimoto, Y. and Kamakura, T.
    • Organizer
      Universiti Kebangsaan Malaysia
    • Place of Presentation
      Jalan Reko, Malaysia
    • Year and Date
      2015-03-26 – 2015-03-28
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] Statistical ellipse fitting for selecting characteristics of disaster areas2015

    • Author(s)
      Sakumura,T. and Kamakura, T.
    • Organizer
      Universiti Kebangsaan Malaysia
    • Place of Presentation
      Jalan Reko, Malaysia
    • Year and Date
      2015-03-26 – 2015-03-28
    • Related Report
      2014 Research-status Report
  • [Presentation] Frontal view gait analysis using weighted center of gait silhouette based on the scale registration2014

    • Author(s)
      Isaka, W., Okusa, K., & Kamakura, T.
    • Organizer
      Book of abstracts CFE-ERCIM 2014,The 7th International Conference of the ERCIM WG on Computational and Methodological
    • Place of Presentation
      Pisa, Italy
    • Year and Date
      2014-12-05 – 2014-12-08
    • Related Report
      2014 Research-status Report
  • [Presentation] Variable selection problems on logistic regression for microarray data2014

    • Author(s)
      Hoshino, R. and Kamakura, T.
    • Organizer
      Kyoto International Conference on Modern Statistics in the 21st Century,Kyoto International Conference on Modern Statistics in the 21st Century Committee
    • Place of Presentation
      Kyoto, Japan
    • Year and Date
      2014-11-17 – 2014-11-18
    • Related Report
      2014 Research-status Report
  • [Book] 理工系のための統計入門2016

    • Author(s)
      景山三平監修,鎌倉稔成,神保雅一,武田裕一著
    • Total Pages
      198
    • Publisher
      実教出版
    • Related Report
      2016 Annual Research Report
  • [Book] 統計学ガイダンス2014

    • Author(s)
      日本統計学会(鎌倉稔成理事長),数学セミナー編集部
    • Total Pages
      140
    • Publisher
      日本評論社
    • Related Report
      2014 Research-status Report

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Published: 2014-04-04   Modified: 2018-03-22  

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