教員業績データベース
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アダチ コウヘイ
足立 浩平
所属
京都女子大学 データサイエンス学部 データサイエンス学科
職種
教授
著書・論文歴
論文
Hierarchical Relations Among Principal Component and Factor Analysis Procedures Elucidated from a Comprehensive Model Computational Statistics Online First (単著) 2025/04/03
論文
Factor Analysis Procedures Revisited from the Comprehensive Model with Unique Factors Decomposed into Specific Factors and Errors Psychometrika 87 (3),967-991頁 (単著) 2022/02/01
著書
Matrix-based introduction to multivariate data analysis: Second edition (単著) 2020/06
論文
Some Mathematical Properties of the Matrix Decomposition Solution in Factor Analysis Psychometrika 83 (2),31-47頁 (共著) 2019/01/03
論文
Sparse Principal Component Analysis Subject to Prespecified Cardinality of Loadings Computational Statistics 31 (4),1403-1427頁 (共著) 2016/12
著書
主成分分析と因子分析 ― 特異値分解を出発点として ― (共著) 2024/08/10
著書
非計量多変量解析法―主成分分析から多重対応分析へ― (共著) 2011/08/25
著書
多変量データ解析法 ― 心理・教育・社会系のための入門 ― (単著) 2006/07/20
論文
Generalised Canonical Correlation and Multiple Correspondence Analyses Reformulated as Matrix Factorisation,409-425頁 (共著) 2024/01/31
論文
An Algorithm for Sparse Factor Analysis with Common Factors and/or Specific Factors Dissociated from Errors Behaviormetrika 50 (2),719-730頁 (単著) 2023/07/01
論文
Computational Identification of Confirmatory Factor Analysis Model with Simplimax Procedures Open Journal of Statistics 11 (6),1044-1061頁 (共著) 2021/12/01
論文
High-dimensional disjoint factor analysis with its EM algorithm version Japanese Journal of Statistics and Data Science 4 (1),427-448頁 (共著) 2021/05/01
論文
Factor Analysis: Latent Variable, Matrix Decomposition, and Constrained Uniqueness Formulations 11 (e-1458),1-17頁 (単著) 2019/03
論文
Some inequalities contrasting principal component and factor analyses solutions Japanese Journal of Statistics and Data Science 2,31-47頁 (共著) 2019/01/03
論文
Sparsest factor analysis for clustering variables: a matrix decomposition approach Advances in Data Analysis and Classification 12 (3),1-27頁 (共著) 2017/04/13
論文
Generalized joint Procrustes analysis Computational Statistics 28 (6),2449-2464頁 (単著) 2013/12
論文
Factor Analysis with EM Algorithm Never Gives Improper Solutions when Sample Covariance and Initial Parameter Matrices Are Proper Psychometrika 78 (2),380-394頁 (単著) 2013/04
論文
Constrained principal component analysis of standardized data for biplots with unit-length variable vectors Advances in Data Analysis and Classification 5 (1),23-36頁 (単著) 2011/04
論文
Three-Way Tucker2 Component Analysis Solutions of Stimuli x Responses x Individuals Data with Simple Structure and the Fewest Core Differences Psychometrika 76 (2),285-305頁 (単著) 2011/04
論文
Joint Procrustes Analysis for Simultaneous Nonsingular Transformation of Component Score and Loading Matrices Psychometrika 74 (4),667-683頁 (単著) 2009/12
論文
Optimal Quantification of a Longitudinal Indicator Matrix: Homogeneity and Smoothness Analysis Journal of Classification 19,215-248頁 (単著) 2002/12
論文
Optimal scaling of a longitudinal choice variable with time-varying representation of individuals British Journal of Mathematical and Statistical Psychology 53 (2),233-253頁 (単著) 2000/11
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