• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Statistical Analysis of Spatio-Temporal Data: its Theory and Applications

Research Project

Project/Area Number 15200021
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Statistical science
Research InstitutionThe University of Tokyo

Principal Investigator

YAJIMA Yoshihiro  The University of Tokyo, Graduate School of Economics, Professor, 大学院経済学研究科, 教授 (70134814)

Co-Investigator(Kenkyū-buntansha) OGATA Yoshihiko  Institute of Statistical Mathematics, Dep of Forecasting and Control, Professor, 統計数理研究所・調査実験解析研究系, 教授 (70000213)
KUBOKAWA Tatsuya  The University of Tokyo, Graduate School of Economics, Professor, 大学院経済学研究科, 教授 (20195499)
NISHII Ryuei  Kyushu University, Graduate School of Mathematics, Professor, 大学院数理学研究院, 教授 (40127684)
MATSUDA Yasumasa  Tohoku University, Graduate School of Economics, Associate Professor, 大学院経済学研究科, 准教授 (10301590)
MARUYAMA Yuzo  The University of Tokyo, Center of Spatial Information Science, Associate Professor, 空間情報科学研究センター, 准教授 (30304728)
間瀬 茂  東京工業大学, 大学院・情報理工学研究科, 教授 (70108190)
福重 元嗣  大阪大学, 大学院・経済学研究科, 助教授 (10208936)
大瀧 慈  広島大学, 原爆放射線医学研究所, 教授 (20110463)
清水 邦夫  慶應義塾大学, 理工学部, 教授 (60110946)
鎌倉 稔成  中央大学, 理工学部, 教授 (40150031)
吉田 あつし  筑波大学, 社会工学系, 教授 (60240272)
Project Period (FY) 2003 – 2006
Project Status Completed (Fiscal Year 2006)
Budget Amount *help
¥48,750,000 (Direct Cost: ¥37,500,000、Indirect Cost: ¥11,250,000)
Fiscal Year 2006: ¥14,430,000 (Direct Cost: ¥11,100,000、Indirect Cost: ¥3,330,000)
Fiscal Year 2005: ¥14,430,000 (Direct Cost: ¥11,100,000、Indirect Cost: ¥3,330,000)
Fiscal Year 2004: ¥9,620,000 (Direct Cost: ¥7,400,000、Indirect Cost: ¥2,220,000)
Fiscal Year 2003: ¥10,270,000 (Direct Cost: ¥7,900,000、Indirect Cost: ¥2,370,000)
KeywordsSpatio-temporal random field / Markov random field / Spatio-temporal point process / Empirical Bayes estimator / Spatial competition / Spatial data analysis / Circular data analysis / Small area statistics / 空間フーリエ解析 / Echelon解析 / 角度データ解析 / 空間的分散不均一性 / 時空間相関分析 / 階層ベイズモデル / 経験ベイズモデル / Spatial AdaBoost / 確率伝播法 / クロスバリデーション法 / Space-time ETAS model / 時空間パネルデータ / 空間クラスタリング / クロスバリデーション / ノンパラメトリック解析 / 離散選択モデル / 空間商圏分析 / 球面分布 / 非線形回帰モデル / 空間ネットワーク / 空間分割
Research Abstract

We held a research conference on spatio-temporal statistical analysis every year through the research period from 2003 to 2006. These conferences have made much contribution to the development of spatio-temporal statistical analysis in both theory and its applications and to that the researchers in this field are able to deepen the understanding of the topic and share the studies to be solved in future with each other.
We have conducted our research project by dividing the members into five groups. First for inference theory and applications of random fields, we proposed a generalization of Fourier analysis of time series to spatio-temporal data and applied it to analyze a land price data of Tokyo Metropolitan area. Secondly for inference theory and its applications of spatio-temporal point processes, we developed an intensity function taking into account of spatio and temporal correlations simultaneously and applied it to analyze earthquake data. Furthermore we developed a threshold method to predict the sample variance and applied it to analyze rainfall data. Spatio-temporal correlation analysis between epidemiological data was also conducted. Thirdly for inference theory and applications of large sample-size data, we developed a new methodology of dscriminat analysis on Markov random fields and Echelon method for detecting hot spots of spatial data. Fourthly for inference theory and its application of small area data, we developed minimax and empirical Bayes estimators, which are able to overcome multicolinearity, and are robust against the instability caused by small sample size data. Finally for inference theory and its applications of panel data, we conducted an empirical analysis of spatial competition and its equiburium. And we conducted simulation studies, which investigated spurious spatial correlation caused by autocorrelations within individual time series and spatial heteroskedasticity between individual time series.

Report

(5 results)
  • 2006 Annual Research Report   Final Research Report Summary
  • 2005 Annual Research Report
  • 2004 Annual Research Report
  • 2003 Annual Research Report
  • Research Products

    (72 results)

All 2007 2006 2005 2004 Other

All Journal Article (61 results) Book (4 results) Publications (7 results)

  • [Journal Article] Semiparametric estimation of the frequency of unbounded spectral densities2007

    • Author(s)
      Y.Yajima
    • Journal Title

      J. Statistical Studies (印刷中)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Admissibility and minimaxity of generalized Bayes estimators for spherically symmetric family2007

    • Author(s)
      Y.Maruyama
    • Journal Title

      J. Multivariate Analysis (印刷中)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Semiparametric estimation of the frequency of unbounded spectral densities2007

    • Author(s)
      Y.Yajima
    • Journal Title

      J.Statistical Studies (In press)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Image classification based on Markov random field models with Jeffreys divergence2007

    • Author(s)
      R.Nishii
    • Journal Title

      J.Multivariate Analysis vol.97, no.9

      Pages: 1997-2008

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Addmissibility and minimaxity of generalized Bayes estimators for spherically symmetric family2007

    • Author(s)
      Y.Maruyama
    • Journal Title

      J.Multivariate Analysis (In press)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 不等間隔時空間データに対するフーリエ解析2007

    • Author(s)
      松田安昌, 矢島美寛
    • Journal Title

      応用統計学 掲載決定(印刷中)

    • NAID

      10019540786

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Ecological association between asbestos-related diseases and historical asbestos consumption : an international analysis2007

    • Author(s)
      Megu Ohtaki et al.(共著)
    • Journal Title

      Lancet Vol.369

      Pages: 844-849

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 線形混合モデルと小地域の推定2007

    • Author(s)
      久保川達也
    • Journal Title

      応用統計学 掲載決定(印刷中)

    • NAID

      10020293515

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Detection of hotspots for three-dimensional spatial data and its appliction to environmental pollution data2007

    • Author(s)
      Koji Kurihara et al.(共著)
    • Journal Title

      J. Environmental Science for Sustainable Society Vol.1

      Pages: 15-24

    • Related Report
      2006 Annual Research Report
  • [Journal Article] A circular-ciracular regression model2007

    • Author(s)
      Kunio Shimizu et al.(共著)
    • Journal Title

      Statistica Sinica 掲載決定(印刷中)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Admissibility and minimaxity of generalized Bayes estimators for spherically symetric family2007

    • Author(s)
      Yuzo Maruyama, Akimichi takemura(共著)
    • Journal Title

      J. Multivariate Analysis 掲載決定(印刷中)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 歯科診療所の空間的競争と立地均衡2007

    • Author(s)
      西田喜平次, 吉田あつし(共著)
    • Journal Title

      応用地域学研究 11号

      Pages: 95-107

    • NAID

      40007443696

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Selecting model with different spectral density matrix structures by cross validated log likelihood criterion2006

    • Author(s)
      Y.Matsuda
    • Journal Title

      Bernoulli Vol. 12

      Pages: 221-244

    • NAID

      120003727994

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Space-time ETAS models and an improved extension2006

    • Author(s)
      Y.Ogata
    • Journal Title

      Techtonophysics Vol. 41

      Pages: 181-199

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Hierarchical orbital decompositions and extended decomposable distributions2006

    • Author(s)
      H.Kamiya
    • Journal Title

      J. Multivariate Analysis (印刷中)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 線形混合モデルと小地域の推定2006

    • Author(s)
      久保川達也
    • Journal Title

      応用統計学 35巻3号

      Pages: 139-161

    • NAID

      10020293515

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Image classification based on Markov random field models with Jeffreys divergence2006

    • Author(s)
      R.Nishii
    • Journal Title

      J. Multivariate Analysis Vol. 97, No. 9

      Pages: 1997-2008

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Spurious regression in time-wise autocorrelated and cross-sectionally heteroskedastic procedure2006

    • Author(s)
      M.Fukushige
    • Journal Title

      Modesim (Abstracts)

      Pages: 2857-2863

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] ホテル予約客室数予測のバイアス修正法について2006

    • Author(s)
      福地純一郎
    • Journal Title

      学習院大学経済経営研究所年報 20巻

      Pages: 69-77

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Selecting model with different spectral density matrix structures by cross validated log likelihood criterion2006

    • Author(s)
      Y.Matsuda
    • Journal Title

      Bernoulli vol.12, no.2

      Pages: 221-244

    • NAID

      120003727994

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Space-time ETAS models and an improved extension2006

    • Author(s)
      Y.Ogata
    • Journal Title

      Techtonophysics vol.413

      Pages: 181-199

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Hierachical orbital decompositions and extended decomposable distributions2006

    • Author(s)
      H.Kamiya
    • Journal Title

      J.Multivariate Analysis (In press)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Linear mixed models and small area estimation (In Japanese)2006

    • Author(s)
      T.Kubokawa
    • Journal Title

      Japanese J.Applied Statistics vol.35, no.3

      Pages: 139-161

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Spurious regression in time-wise autocorrelated and cross-sectionally heteroskedastic procedure2006

    • Author(s)
      M.Fukushige
    • Journal Title

      Modesim(Abstracts)

      Pages: 2857-2863

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] On bias correction of forecasting of the number of hotel rooms reservatation (In Japanese)2006

    • Author(s)
      J.Fukuchi
    • Journal Title

      Annals of the Institute of Economics and Management of Gakushuin University vol.20

      Pages: 69-77

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Space-time ETAS models and an improved extension2006

    • Author(s)
      Yoshihiko Ogata, Jiancang zhuang(共著)
    • Journal Title

      techtonophysics Vol.413

      Pages: 13-23

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 暗号に用いる乱数の統計的仮説検定2006

    • Author(s)
      鎌倉稔成他(共著)
    • Journal Title

      日本統計学会誌 35巻第2号

      Pages: 181-199

    • NAID

      110004717826

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Hierarchical orbital decompositions and extended decomposable distributions2006

    • Author(s)
      Hidehiko Kamiya, Akimichi Takemura(共著)
    • Journal Title

      J. Multivariate Analysis 掲載決定(印刷中)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Image classification based on Markov random field modelswith Jeffreys divergence2006

    • Author(s)
      Ryuei Nishii, Shinto Eguchi(共著)
    • Journal Title

      J. Multivariate Analysis Vol.97No.9

      Pages: 1997-2008

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Spurious regression in time-wise autocorrelated and cross-sectionally heteroskedastic procedures2006

    • Author(s)
      Mototsugu Fukusige
    • Journal Title

      MODSIM05 Abstracts集

      Pages: 2857-2863

    • Related Report
      2006 Annual Research Report
  • [Journal Article] ホテル予約客室数予測のバイアス修正法について2006

    • Author(s)
      福地純一郎, 砂見しずえ(共著)
    • Journal Title

      学習院大学経済経営研究所年報 20巻

      Pages: 69-77

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Prediction of the sample variance of marks for a marked spatial point process by the threshold method2006

    • Author(s)
      Takayuki Sakaguchi, Shigeru Mase(共著)
    • Journal Title

      Journal of Japam Statistical society 36巻1号

      Pages: 1-15

    • NAID

      110004740735

    • Related Report
      2006 Annual Research Report
  • [Journal Article] selecting models with different spectral density matrix structures by cross validatedlog likelihood criterion2006

    • Author(s)
      Y.Matsuda, Y.Yajima, H.Tong(共著)
    • Journal Title

      Berounoulli Vol.12no.2

      Pages: 221-244

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Selecting models with different spectral density matrix structures by cross validated log likelihood criterion2006

    • Author(s)
      Y.Matsuda, Y.Yajima, H.Tong
    • Journal Title

      Bernoulli 12-2

      Pages: 221-249

    • NAID

      120003727994

    • Related Report
      2005 Annual Research Report
  • [Journal Article] On the convergence of Loopy Brief Propagation Algorithm for Different Update rules2006

    • Author(s)
      N.Taga, S.Mase
    • Journal Title

      IEICE Trans.of Fundamentals of Electronics, Communications And Computer sciences E89-A-2

    • Related Report
      2005 Annual Research Report
  • [Journal Article] A test statistic for graphical modelling of multivariate time series2006

    • Author(s)
      Y.Matsuda
    • Journal Title

      Biometrika 93-2(未定)

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Simulation studies of random fields designed for brain image analysis2005

    • Author(s)
      T.Kamakura
    • Journal Title

      Proc. The 4^<th> International Conference on Multiple Comparison Procedure, Fuda University

      Pages: 13-13

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Simulation studies of random fields designed for brain image analysis2005

    • Author(s)
      T.Kamakura
    • Journal Title

      Proc.The 4th International Conference on Multiple Comparison Procedure (Fudan University)

      Pages: 13-13

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Sensitivity of minimaxity and admissibility in the estimation of a normal mean2005

    • Author(s)
      R.Maruyama, K.Iwasaki
    • Journal Title

      Ann.Inst.Statist.Math. 57

      Pages: 145-156

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Divergence or Convergence? : Income Inequality between Cities, Towns and Village in Japan2005

    • Author(s)
      各務和彦, 福重元嗣
    • Journal Title

      Japan and the World Economy 17-4

      Pages: 407-416

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Minimax multivariate empirical Bayes estimators under multicollinearity2005

    • Author(s)
      M.S.Srivastava, T.Kubokawa
    • Journal Title

      J.Multivariate Analysis 93

      Pages: 394-416

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Space-time ETAS models and an improved extension2005

    • Author(s)
      Y.Ogata, J.Zhuang
    • Journal Title

      Tectonophysics 143

      Pages: 13-23

    • Related Report
      2005 Annual Research Report
  • [Journal Article] A family of regression models having partially additive and multiplicative covariate structure2005

    • Author(s)
      Hirokazu Yanagihara, Megu Ohtaki
    • Journal Title

      Bulletin of Informatics and Cybernetics 37

      Pages: 49-64

    • NAID

      120001014487

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Simulation studies of random fields designed for brain image analysis2005

    • Author(s)
      T.Kamakura, T.Makuta, H.Murakami
    • Journal Title

      Proc.the Fourth International Conference on Multiple Comparison Procedures, Fudan University

      Pages: 13-13

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Estimation of bounded location and scale parameters2005

    • Author(s)
      T.Kubokawa
    • Journal Title

      J.Japan Statistical Society 35-2

      Pages: 221-249

    • NAID

      110003495324

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Supervised image classification by contextual AdaBoost based on posteriors in neighborhoods.2005

    • Author(s)
      R.Nishii, S.Eguchi
    • Journal Title

      IEEE Trans.on Geoscience and Remote Sensing 43-11

      Pages: 2547-2554

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Detection of Hotspots for Principal Component Space using Voronoi Regions and Echelon analysis2005

    • Author(s)
      F.Ishioka, K.Kurihara
    • Journal Title

      Proc.the fifth IASC Asian Conference on Statistical Computing

      Pages: 77-80

    • Related Report
      2005 Annual Research Report
  • [Journal Article] The general Charlier series distribution as a distribution with two-step recursion2005

    • Author(s)
      Kitano, M, K.Shimizu, S.H.Ong
    • Journal Title

      Statistics and Probability Letters 75

      Pages: 280-290

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 都道府県別の資本ストックの推計方法-部門別社会資本および民間資本ストックの推計2005

    • Author(s)
      宮良いずみ, 福重元嗣
    • Journal Title

      日本統計学会誌 34-2

      Pages: 163-186

    • NAID

      10015680667

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Characterization of rankings generated by linear discriminant analysis.2005

    • Author(s)
      H.Kamiya, A.Takemura
    • Journal Title

      J. of Multivariate Analysis 92

      Pages: 343-358

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Spatial clustering of housing construction in the Tokyo Metropolitan area2004

    • Author(s)
      A.Yoshida
    • Journal Title

      IPPS Discussion Paper, University of Tsukuba

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Classification of geospatial lattice data and their graphical representation2004

    • Author(s)
      K.Kurihara
    • Journal Title

      Classification, Clustering, and Data Mining Applications (eds. D. Banks et al.)

      Pages: 251-258

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Classification of geospatial lattice data and their graphical representation2004

    • Author(s)
      K.Kurihara
    • Journal Title

      Classification, Clustering, and Data Mining Applications (eds. D.Banks et al.)

      Pages: 251-258

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Spatial clustering of housing construction in the Tokyo Metropolitan area : An application of spatially correlated random-effect models2004

    • Author(s)
      A.Yoshida
    • Journal Title

      IPPS Discussion Paper (University of Tsukuba)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] On characterization of spectral density matrices by cross validated log likelihood criterion2004

    • Author(s)
      M.Matsuda, Y.Yajima, H.Tong
    • Journal Title

      Res, Rep. of Dept.Stat., London School of Economics 109

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Clustering method by connected neighborhoods and its application2004

    • Author(s)
      K.Satoh, H.Yanagihara, M.Ohtaki
    • Journal Title

      Advances and Application in Statistics 4(2)

      Pages: 223-231

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Asymptotic behavior of the expected length of excursion above a fixed level for some ellipsoid processes2004

    • Author(s)
      M.Tanaka, K.Shimizu
    • Journal Title

      American Journal of Mathematics and Management Sciences 24(3,4)

      Pages: 279-290

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Supervised image classification based on AdaBoost with contextual weak classifiers2004

    • Author(s)
      R.Nishii, S.Eguchi
    • Journal Title

      Proc. of 2004 IEEE International Geoscience and Remote Sensing Symposium II

      Pages: 1467-1470

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Classification of geospatial lattice data and their graphical representation2004

    • Author(s)
      K.Kurihara
    • Journal Title

      Classification, Clustering, and Data Mining Applications, (Edited by D.Banks et al.) Springer

      Pages: 251-258

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Arrangement and ranking patterns

    • Author(s)
      H.Kamiya, P.Orlik, A.Takemura, H.Terao
    • Journal Title

      Annals of Combinatorics (近刊)

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Sharing Health Risk and Income Risk within Households : Evidence from Japanese Data

    • Author(s)
      A.Yoshida, Young-Sook Kim
    • Journal Title

      Applied Economics (近刊)

    • Related Report
      2005 Annual Research Report
  • [Book] 数理工学社2004

    • Author(s)
      間瀬茂
    • Total Pages
      254
    • Publisher
      工学のためのデータサイエンス入門
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Book] An Introduction of Data Science for Engineering (In Japanese)2004

    • Author(s)
      S.Mase
    • Total Pages
      254
    • Publisher
      Suuri Kougaku Sha
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Book] 工学のためのデータサイエンス入門-フリーな統計環境Rを用いたデータ解析2004

    • Author(s)
      間瀬茂, 鎌倉稔成他
    • Total Pages
      254
    • Publisher
      数理工学社
    • Related Report
      2004 Annual Research Report
  • [Book] 計量経済学ハンドブック 24章 パネルデータ分析(蓑谷千凰彦他編)

    • Author(s)
      吉田あつし
    • Publisher
      朝倉書店(近刊)
    • Related Report
      2005 Annual Research Report
  • [Publications] J.Hidalgo, Y.Yajima: "Semiparametric estimation of the long-range parameter"Annals of the Institute of Statistical Mathematics. 55・4. 705-736 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Y.Ogata, K.Katsura, M.Tanemura: "Modelling heterogeneous space-time occurrence of earthquake and its residual analysis"Aplied Statistics(J.Royal Statist.Soc.Ser.C.). 52・4. 499-509 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] T.Sakaguchi, S.Mase: "On the threshold method for marked spatial point processes"J.Japan Statist.Soc.. 33・1. 23-37 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] K.Shimizu, M.Tanaka: "Expected number of level-crossings for a strict stationary ellipsoidal process"Statistics and Probability Letters. 64. 305-310 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] T.Kubokawa, M.S.Srivastava: "Estimating the covariance matrix : A new approach"J.Multivariate Analysis. 86. 28-47 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Yoshida, A., T.Shichijo: "Spatial clustering of housing construction in the Tokyo Metropolitan area"IPPS DP 1067, University of Tsukuba. (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 垂水共之完訳, 鎌倉稔成他訳: "統計環境XploRe.(XploRe Application Guide by W.Hardle et al. Springer 2000)"共立出版. 460 (2003)

    • Related Report
      2003 Annual Research Report

URL: 

Published: 2003-04-01   Modified: 2016-04-21  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi