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Analysis of long-tailed phenomena using solvable stochastic processes

Research Project

Project/Area Number 25870743
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Mathematical physics/Fundamental condensed matter physics
Foundations of mathematics/Applied mathematics
Research InstitutionUniversity of the Ryukyus (2016)
Chuo University (2013-2015)

Principal Investigator

Yamamoto Ken  琉球大学, 理学部, 講師 (00634693)

Project Period (FY) 2013-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2015: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2014: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Fiscal Year 2013: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Keywords確率過程 / ベキ分布 / 対数正規分布 / 社会物理学 / 統計物理学 / 確率モデル / 社会現象 / ベキ乗則 / 統計則 / 応用数学
Outline of Final Research Achievements

In this research project, heavy-tailed probability distributions in social and biological phenomena have been analyzed theoretically.
First, a simple stochastic model has been constructed and analyzed, which is regarded as a model for the box-office grosse of a movie. This model can explain a power-law decay in the distribution of box-office grosses. Second, we have found that the number of articles within a law follows a lognormal distribution. The tree structure whose depth is normally distributed is an appropriate model for this lognormal behavior. Third, the size distribution of bacterial cells is studied. Our analysis of a phenomenological stochastic model for the bacterial growth has given a theoretical basis for the lognormality of the cell-size distribution.

Report

(5 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (25 results)

All 2017 2016 2015 2014 2013

All Journal Article (7 results) (of which Peer Reviewed: 7 results,  Acknowledgement Compliant: 4 results,  Open Access: 2 results) Presentation (18 results) (of which Int'l Joint Research: 1 results)

  • [Journal Article] A lognormal distribution of the lengths of terminal twigs on self-similar branches of elm trees2017

    • Author(s)
      K. Koyama, K. Yamamoto, and M. Ushio
    • Journal Title

      Proceedings of the Royal Society of London B

      Volume: 284 Issue: 1846 Pages: 20162395-20162395

    • DOI

      10.1098/rspb.2016.2395

    • NAID

      120006391000

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Analysis of a stochastic model for bacterial growth and the lognormality of the cell-size distribution2016

    • Author(s)
      K. Yamamoto and J. Wakita
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 85 Issue: 7 Pages: 074004-074004

    • DOI

      10.7566/jpsj.85.074004

    • NAID

      40020880786

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Topological analysis of rough surfaces using persistent homology2015

    • Author(s)
      K. Yamamoto
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 84 Issue: 11 Pages: 113001-113001

    • DOI

      10.7566/jpsj.84.113001

    • NAID

      40020649289

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Phase diagram of collective motion of bacterial cells in a shallow circular pool2015

    • Author(s)
      Jun-ichi Wakita, Shota Tsukamoto, Ken Yamamoto, Makoto Katori, Yasuyuki Yamada
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 84 Issue: 12 Pages: 124001-124001

    • DOI

      10.7566/jpsj.84.124001

    • NAID

      210000133763

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] A simple view of the heavy-tailed sales distributions and application to the box-office grosses of U.S. movies2014

    • Author(s)
      K. Yamamoto
    • Journal Title

      Europhysics Letters

      Volume: 108 Issue: 6 Pages: 68004-68004

    • DOI

      10.1209/0295-5075/108/68004

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Stochastic model of Zipf's law and the universality of the power-law exponent2014

    • Author(s)
      K. Yamamoto
    • Journal Title

      Physical Review E

      Volume: 89 Issue: 4

    • DOI

      10.1103/physreve.89.042115

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] "Average-value paradox" of the lognormal distribution2013

    • Author(s)
      K. Yamamoto and J. Wakita
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 82 Issue: 11 Pages: 113001-113001

    • DOI

      10.7566/jpsj.82.113001

    • NAID

      40019871145

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] アニメ等のキャラクターのサイズ分布について2017

    • Author(s)
      山本健
    • Organizer
      日本物理学会第72回年次大会
    • Place of Presentation
      大阪大学(大阪府豊中市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] 法律の条文数分布とその解析2017

    • Author(s)
      山本健
    • Organizer
      統計数理研究所共同研究集会「社会物理学の新展開」
    • Place of Presentation
      統計数理研究所(東京都立川市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] パーシステントホモロジーを用いた粗い界面の解析2016

    • Author(s)
      山本健
    • Organizer
      日本物理学会第71回年次大会
    • Place of Presentation
      東北学院大学
    • Year and Date
      2016-03-22
    • Related Report
      2015 Research-status Report
  • [Presentation] 大腸菌の同心円状コロニーにおける菌体長分布2016

    • Author(s)
      竹内光、山本健、脇田順一
    • Organizer
      日本物理学会第71回年次大会
    • Place of Presentation
      東北学院大学
    • Year and Date
      2016-03-22
    • Related Report
      2015 Research-status Report
  • [Presentation] Lognormal behavior of the size distributions of animation characters2016

    • Author(s)
      Ken Yamamoto
    • Organizer
      Asia-Pacific Econophysics Conference 2016
    • Place of Presentation
      University of Tokyo (東京都文京区)
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] バクテリア成長の現象論モデルの解析と菌体長の対数正規性の検証2016

    • Author(s)
      山本健,脇田順一
    • Organizer
      日本物理学会2016年秋季大会
    • Place of Presentation
      金沢大学(石川県金沢市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] 二分木の分岐解析と分岐比に対する中心極限定理2016

    • Author(s)
      山本健
    • Organizer
      応用数学合同研究集会
    • Place of Presentation
      龍谷大学(滋賀県大津市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] 財布を軽くする支払いとフラクタル構造2015

    • Author(s)
      山本健
    • Organizer
      第80回形の科学シンポジウム
    • Place of Presentation
      東京電機大学
    • Year and Date
      2015-11-23
    • Related Report
      2015 Research-status Report
  • [Presentation] 二字熟語のネットワーク構造と閾値モデル2015

    • Author(s)
      山本健、山崎義弘
    • Organizer
      日本物理学会2015年秋季大会
    • Place of Presentation
      関西大学
    • Year and Date
      2015-09-19
    • Related Report
      2015 Research-status Report
  • [Presentation] ベキ分布を導く確率過程と映画の興行収入データの分析2015

    • Author(s)
      山本健
    • Organizer
      日本応用数理学会2015年度年会
    • Place of Presentation
      金沢大学
    • Year and Date
      2015-09-10
    • Related Report
      2015 Research-status Report
  • [Presentation] ベキ分布を導く確率モデルと映画の興行収入データの分析2015

    • Author(s)
      山本健
    • Organizer
      統計数理研究所共同研究集会「社会物理学の現代的課題」
    • Place of Presentation
      統計数理研究所
    • Year and Date
      2015-03-25
    • Related Report
      2014 Research-status Report
  • [Presentation] ベキ乗則を導く確率モデルによる映画の統計データの解析2015

    • Author(s)
      山本健
    • Organizer
      日本物理学会第70回年次大会
    • Place of Presentation
      早稲田大学
    • Year and Date
      2015-03-24
    • Related Report
      2014 Research-status Report
  • [Presentation] ベキ乗則を導く確率モデルと映画の統計データへの適用2015

    • Author(s)
      山本健
    • Organizer
      第11回数学総合若手研究集会
    • Place of Presentation
      北海道大学
    • Year and Date
      2015-03-04
    • Related Report
      2014 Research-status Report
  • [Presentation] ジブラ過程の合計として導かれるジップの法則2014

    • Author(s)
      山本健
    • Organizer
      日本物理学会2014年秋季大会
    • Place of Presentation
      中部大学
    • Year and Date
      2014-09-07
    • Related Report
      2014 Research-status Report
  • [Presentation] ジップの法則における規模と順位の反比例関係に対する一考察2014

    • Author(s)
      山本健
    • Organizer
      第10回数学総合若手研究集会
    • Place of Presentation
      北海道大学
    • Related Report
      2013 Research-status Report
  • [Presentation] Power-law behavior in accumulation of the Gibrat process2013

    • Author(s)
      K. Yamamoto
    • Organizer
      Mathematical Theoretical Physics
    • Place of Presentation
      京都大学基礎物理学研究所
    • Related Report
      2013 Research-status Report
  • [Presentation] ジップの法則のベキ指数にはなぜ-1が多いのか?2013

    • Author(s)
      山本健
    • Organizer
      日本応用数理学会2013年度年会
    • Place of Presentation
      アクロス福岡
    • Related Report
      2013 Research-status Report
  • [Presentation] ジブラ過程の蓄積によるベキ分布2013

    • Author(s)
      山本健
    • Organizer
      日本物理学会2013年秋季大会
    • Place of Presentation
      徳島大学
    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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