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1

Comparisons among several methods for handling missing data in principal component analysis (PCA)

Loisel, Sébastien, Takane, Yoshio

Journal:

Advances in Data Analysis and Classification

Year:

2018

Language:

english

File:

PDF, 499 KB

english, 2018

2

Generalized Structured Component Analysis with Uniqueness Terms for Accommodating Measurement Error

Hwang, Heungsun, Takane, Yoshio, Jung, Kwanghee

Journal:

Frontiers in Psychology

Year:

2017

Language:

english

File:

PDF, 1.03 MB

english, 2017

3

An improved method for generalized constrained canonical correlation analysis

Yoshio Takane, Haruo Yanai, Heungsun Hwang

Journal:

Computational Statistics & Data Analysis

Year:

2006

Language:

english

File:

PDF, 281 KB

english, 2006

4

Generalized structured component analysis

Heungsun Hwang, Yoshio Takane

Journal:

Year:

2004

Language:

english

File:

PDF, 1.25 MB

english, 2004

5

On the relationship between item response theory and factor analysis of discretized variables

Yoshio Takane, Jan de Leeuw

Journal:

Year:

1987

Language:

english

File:

PDF, 1.11 MB

english, 1987

6

Regression with qualitative and quantitative variables: An alternating least squares method with optimal scaling features

Forrest W. Young, Jan de Leeuw, Yoshio Takane

Journal:

Year:

1976

Language:

english

File:

PDF, 1.55 MB

english, 1976

7

Dynamic GSCA (Generalized Structured Component Analysis) with Applications to the Analysis of Effective Connectivity in Functional Neuroimaging Data

Kwanghee Jung, Yoshio Takane, Heungsun Hwang, Todd S. Woodward

Journal:

Year:

2012

Language:

english

File:

PDF, 505 KB

english, 2012

8

Canonical correlation analysis with linear constraints

Haruo Yanai, Yoshio Takane

Journal:

Linear Algebra and its Applications

Year:

1992

Language:

english

File:

PDF, 676 KB

english, 1992

9

Nonnegative determinant of a rectangular matrix: Its definition and applications to multivariate analysis

Haruo Yanai, Yoshio Takane, Hidetoki Ishii

Journal:

Linear Algebra and its Applications

Year:

2006

Language:

english

File:

PDF, 185 KB

english, 2006

10

A new family of constrained principal component analysis (CPCA)

Yoshio Takane, Michael A. Hunter

Journal:

Linear Algebra and its Applications

Year:

2011

Language:

english

File:

PDF, 335 KB

english, 2011

11

On V-orthogonal projectors associated with a semi-norm

Yongge Tian, Yoshio Takane

Journal:

Annals of the Institute of Statistical Mathematics

Year:

2009

Language:

english

File:

PDF, 204 KB

english, 2009

12

Regularized Multiple-Set Canonical Correlation Analysis

Yoshio Takane, Heungsun Hwang, Hervé Abdi

Journal:

Year:

2008

Language:

english

File:

PDF, 483 KB

english, 2008

13

On consistency, natural restrictions and estimability under classical and extended growth curve models

Yongge Tian, Yoshio Takane

Journal:

Journal of Statistical Planning and Inference

Year:

2009

Language:

english

File:

PDF, 231 KB

english, 2009

14

Nonmetric individual differences multidimensional scaling: An alternating least squares method with optimal scaling features

Yoshio Takane, Forrest W. Young, Jan de Leeuw

Journal:

Year:

1977

Language:

english

File:

PDF, 4.02 MB

english, 1977

15

Analysis of contingency tables by ideal point discriminant analysis

Journal:

Year:

1987

Language:

english

File:

PDF, 1.39 MB

english, 1987

16

Epoch-specific functional networks involved in working memory

Todd S. Woodward, Eva Feredoes, Paul D. Metzak, Yoshio Takane, Dara S. Manoach

Journal:

Year:

2013

Language:

english

File:

PDF, 711 KB

english, 2013

17

A unified approach to multiple-set canonical correlation analysis and principal components analysis

Hwang, Heungsun, Jung, Kwanghee, Takane, Yoshio, Woodward, Todd S.

Journal:

British Journal of Mathematical and Statistical Psychology

Year:

2012

Language:

english

File:

PDF, 990 KB

english, 2012

18

Generalized canonical correlation analysis with missing values

Michel van de Velden, Yoshio Takane

Journal:

Computational Statistics

Year:

2012

Language:

english

File:

PDF, 257 KB

english, 2012

19

Generalized Constrained Canonical Correlation Analysis

Takane, Yoshio, Hwang, Heungsun

Journal:

Multivariate Behavioral Research

Year:

2002

Language:

english

File:

PDF, 209 KB

english, 2002

20

Projection Matrices, Generalized Inverse Matrices, and Singular Value Decomposition || Singular Value Decomposition (SVD)

Yanai, Haruo, Takeuchi, Kei, Takane, Yoshio

Year:

2011

Language:

english

File:

PDF, 690 KB

english, 2011

21

Constrained Principal Component Analysis: Various Applications

Michael A. Hunter and Yoshio Takane

Journal:

Journal of Educational and Behavioral Statistics

Year:

2002

Language:

english

File:

PDF, 3.58 MB

english, 2002

22

The learning of first and second person pronouns in English: network models and analysis

OSHIMA-TAKANE, YURIKO, TAKANE, YOSHIO, SHULTZ, THOMAS R.

Journal:

Journal of Child Language

Year:

1999

Language:

english

File:

PDF, 1.03 MB

english, 1999

23

AN ALTERNATIVE ESTIMATION PROCEDURE FOR PARTIAL LEAST SQUARES PATH MODELING

Hwang, Heungsun, Takane, Yoshio, Tenenhaus, Arthur

Journal:

Behaviormetrika

Year:

2015

Language:

english

File:

PDF, 566 KB

english, 2015

24

NONLINEAR GENERALIZED STRUCTURED COMPONENT ANALYSIS

Hwang, Heungsun, Takane, Yoshio

Journal:

Behaviormetrika

Year:

2009

Language:

english

File:

PDF, 208 KB

english, 2009

25

MULTILEVEL GENERALIZED STRUCTURED COMPONENT ANALYSIS

Hwang, Heungsun, Takane, Yoshio, Malhotra, Naresh

Journal:

Behaviormetrika

Year:

2007

Language:

english

File:

PDF, 229 KB

english, 2007

26

A STATISTICAL PROCEDURE FOR THE LATENT PROFILE MODEL

Journal:

Japanese Psychological Research

Year:

1976

File:

PDF, 616 KB

1976

27

Algorithms for DEDICOM: acceleration, deceleration, or neither?

Yoshio Takane, Zhidong Zhang

Journal:

Journal of Chemometrics

Year:

2009

Language:

english

File:

PDF, 167 KB

english, 2009

28

Constrained principal component analysis reveals functionally connected load-dependent networks involved in multiple stages of working memory

Paul Metzak, Eva Feredoes, Yoshio Takane, Liang Wang, Sara Weinstein, Tara Cairo, Elton T.C. Ngan, Todd S. Woodward

Journal:

Human Brain Mapping

Year:

2011

Language:

english

File:

PDF, 680 KB

english, 2011

29

Statistics: Art or craft?: William A. Gale (Ed.). Artificial Intelligence and Statistics. Reading, MA: Addison-Wesley, 1986. pp. xiv + 418. $39.95

Journal:

Journal of Mathematical Psychology

Year:

1988

Language:

english

File:

PDF, 216 KB

english, 1988

30

The inverse of any two-by-two nonsingular partitioned matrix and three matrix inverse completion problems

Yongge Tian, Yoshio Takane

Journal:

Computers & Mathematics with Applications

Year:

2009

Language:

english

File:

PDF, 619 KB

english, 2009

31

An extended redundancy analysis and its applications to two practical examples

Yoshio Takane, Heungsun Hwang

Journal:

Computational Statistics & Data Analysis

Year:

2005

Language:

english

File:

PDF, 280 KB

english, 2005

32

Regularized linear and kernel redundancy analysis

Yoshio Takane, Heungsun Hwang

Journal:

Computational Statistics & Data Analysis

Year:

2007

Language:

english

File:

PDF, 199 KB

english, 2007

33

Regularized nonsymmetric correspondence analysis

Yoshio Takane, Sunho Jung

Journal:

Computational Statistics & Data Analysis

Year:

2009

Language:

english

File:

PDF, 1.34 MB

english, 2009

34

Regularized reduced rank growth curve models

Yoshio Takane, Kwanghee Jung, Heungsun Hwang

Journal:

Computational Statistics & Data Analysis

Year:

2011

Language:

english

File:

PDF, 283 KB

english, 2011

35

Some properties of projectors associated with the WLSE under a general linear model

Yongge Tian, Yoshio Takane

Journal:

Journal of Multivariate Analysis

Year:

2008

Language:

english

File:

PDF, 194 KB

english, 2008

36

On the Wedderburn–Guttman theorem

Yoshio Takane, Haruo Yanai

Journal:

Linear Algebra and its Applications

Year:

2005

Language:

english

File:

PDF, 145 KB

english, 2005

37

Alternative characterizations of the extended Wedderburn–Guttman theorem

Yoshio Takane, Haruo Yanai

Journal:

Linear Algebra and its Applications

Year:

2007

Language:

english

File:

PDF, 149 KB

english, 2007

38

On ridge operators

Yoshio Takane, Haruo Yanai

Journal:

Linear Algebra and its Applications

Year:

2008

Language:

english

File:

PDF, 180 KB

english, 2008

39

More on generalized inverses of partitioned matrices with Banachiewicz–Schur forms

Yongge Tian, Yoshio Takane

Journal:

Linear Algebra and its Applications

Year:

2009

Language:

english

File:

PDF, 169 KB

english, 2009

40

On the necessary and sufficient condition for the extended Wedderburn–Guttman theorem

Yoshio Takane, Haruo Yanai

Journal:

Linear Algebra and its Applications

Year:

2009

Language:

english

File:

PDF, 108 KB

english, 2009

41

Ranks of Hermitian and skew-Hermitian solutions to the matrix equation

Yonghui Liu, Yongge Tian, Yoshio Takane

Journal:

Linear Algebra and its Applications

Year:

2009

Language:

english

File:

PDF, 192 KB

english, 2009

42

Matrices with special reference to applications in psychometrics

Journal:

Linear Algebra and its Applications

Year:

2004

Language:

english

File:

PDF, 269 KB

english, 2004

43

On oblique projectors

Yoshio Takane, Haruo Yanai

Journal:

Linear Algebra and its Applications

Year:

1999

Language:

english

File:

PDF, 1.63 MB

english, 1999

44

A generalization of GIPSCAL for the analysis of nonsymmetric data

Henk A. L. Kiers, Yoshio Takane

Journal:

Journal of Classification

Year:

1994

Language:

english

File:

PDF, 1.15 MB

english, 1994

45

Report on the Second International Workshop on Artificial Intelligence and Statistics

Journal:

Journal of Classification

Year:

1989

Language:

english

File:

PDF, 141 KB

english, 1989

46

Generalized constrained multiple correspondence analysis

Heungsun Hwang, Yoshio Takane

Journal:

Year:

2002

Language:

english

File:

PDF, 870 KB

english, 2002

47

A multivariate reduced-rank growth curve model with unbalanced data

Heungsun Hwang, Yoshio Takane

Journal:

Year:

2004

Language:

english

File:

PDF, 1.23 MB

english, 2004

48

On reverse-order laws for least-squares g-inverses and minimum norm g-inverses of a matrix product

Yoshio Takane, Yongge Tian, Haruo Yanai

Journal:

Aequationes Mathematicae

Year:

2007

Language:

english

File:

PDF, 172 KB

english, 2007

49

An acceleration method for Ten Berge et

Yoshio Takane, Kwanghee Jung, Heungsun Hwang

Journal:

Computational Statistics

Year:

2010

Language:

english

File:

PDF, 234 KB

english, 2010

50

Constrained Principal Component Analysis: A Comprehensive Theory

Yoshio Takane, Michael A. Hunter

Journal:

Applicable Algebra in Engineering, Communication and Computing

Year:

2001

Language:

english

File:

PDF, 207 KB

english, 2001