Research theme for competitive and other funds (45)：
2014 - 2019 Extended spatial point process and mathematical modesl of disasters
2016 - 2018 スパースモデリングの数理と多変量解析ツールの開発研究
2013 - 2016 汎関数に基づく推測理論とL1型正則化モデリングの研究
2011 - 2015 Statistical modeling of spatio-temporal data and quantitative grasp of phenomena
2009 - 2014 高次非線形モデリングの統合的研究
2011 - 2013 Statistical modeling for human gait analysis based on field data
2009 - 2011 Statistical Inference for High-Dimensional Data and Its Applications
2007 - 2010 Research of classification methods of hyper-spectral data, elucidation of the theoretical nature and applications to real data
2007 - 2010 Theory and Applications for Mathematical Methods in Statistical Science
2005 - 2008 超高次元データに基づく非線形多変量解析手法の開発と応用
2004 - 2007 Improvement of the nonparametric statistical inference under complex statistical model and its application
2004 - 2006 関数化データ集合に基づく統計的モデリング
2005 - 2005 Network Analysis from microarray data
2003 - 2005 Basic theory and applications for the problem of variable selection in multivariate analysis
2002 - 2005 Survey on the Social Needs for Statistics and Improvement in Statistical Education in Universities
2002 - 2005 超高次元時系列における予測および情報抽出の方法
2001 - 2004 高次非線形モデリングの数理と複雑現象解明への応用
2003 - 2004 Development and Application of Graphical Modeling techniques for Assesshrg the Joint Risks of Contaminants
2000 - 2003 Construction of Internet-based Virtual Statistics Department
2000 - 2002 非線形モデリングと統計的計算機技法の研究
2001 - 2002 Dynamic Biostatistics : Modeling, Development of Methodology and Theory
2001 - 2002 平安時代物語文の比較計量的研究
2000 - 2001 integrated research with the theory applications of statistics
1999 - 2001 Study of applying efficient resampling methods in discriminatn analysis
1999 - 2001 Research for practical use and new application of resampling method
1997 - 2000 非線形モデルに基づく統計解析とモデル評価法の研究
1999 - 2000 平安時代物語文の比較計量的研究
1997 - 2000 DEVELOPMENT OF STATISTICAL THEORY AND ITS APPLICATION FOR COMPLEX NONLINEAR DATA
1997 - 1998 観測カオスの数理統計学的研究
1997 - 1998 汎関数に基づく統計的推測理論とモデリングへの応用
1996 - 1997 ロジスティック判別分析におけるリサンプリング法の適用研究
1996 - 1996 Evaluation of Predictive Distributions based on Information and Entropy
1995 - 1995 位相的場の理論とそのモジュライ
1995 - 1995 アソシエーションスキームにおけるコードとデザイン
1994 - 1994 関数方程式の解に対する精度保証付き数値計算法
1994 - 1994 確率群作用の絶対連続性と調和解析
1994 - 1994 多次元離散型データ解析のための正規直交化多次元スコア検定
1993 - 1994 Computer-intensive statistical methods in multivariate analysis
1992 - 1992 多変量分布の近似に関する研究
1988 - 1990 Nonparametric Statistical Methods in Multivariate Analysis
1987 - 1988 Error Bounds for Asymptotic Expansions and Approximation of Probability Distributions
1986 - 1987 Multivariate Statistical Methods for Nonnormal Populations
1986 - 1987 Study on Statistical Inference in Time Series Analysis and Related Fields
1982 - 1982 欠測値を含む多変量データにもとづく統計的解析の研究
1980 - 1980 多変量統計的モデルの研究
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Papers (123)：
Tatsuya Fukuda, Hidetoshi Matsui, Hiroya Takada, Toshihiro Misumi, Sadanori Konishi. Multivariate functional subspace classification for high-dimensional longitudinal data. Japanese Journal of Statistics and Data Science. 2023
Heewon Park, Sadanori Konishi. Sparse kernel subspace method for classifying and representing patterns from data with complex structure. Communications in Statistics: Simulation and Computation. 2021. 50. 10. 3088-3104
Shimamura, K, Ueki, M, Kawano, S, Konishi, S. Bayesian generalized fused;lasso modeling via;NEG distribution. Communications in Statistics - Theory and Methods. 2019. 4132-4153
Sadanori Konishi, Genshiro Kitagawa. Preface: Special issue in honor of Dr. Hirotugu Akaike. ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS. 2010. 62. 1. 1-2
Araki Y, Konishi S. Functional discriminant analysis via radial basis function expansion and model selection criterion. Proc. COE conference on the DMHF. 2007. 195-198
Multivariate functional subspace methods for classifying high-dimensional longitudinal data
(11th International Conference of the ERCIM WG on Computational and Methodological Statistics 2018)
2006/08 - American Statistical Association American Statistical Association Fellow 統計学の研究に対して顕著な業績を挙げたアメリカ統計協会の会員
2004/09 - 日本統計学会 日本統計学会賞 統計学の研究および普及に対して貢献した個人
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Association Membership(s) (10)：
日本数学会
, Institute of Mathematical Statistics
, 日本統計学会
, 応用統計学会
, 日本計量生物学会
, Biometric Society
, American Statistical Association
, International Statistical Institute
, 日本分類学会
, 日本計算機統計学会
