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1

Independent component analysis as a rotation method: A very different solution to Thurstone's box problem

Robert I. Jennrich, Nickolay T. Trendafilov

Journal:

British Journal of Mathematical and Statistical Psychology

Year:

2005

Language:

english

File:

PDF, 142 KB

english, 2005

2

Stepwise estimation of common principal components

Nickolay T. Trendafilov

Journal:

Computational Statistics & Data Analysis

Year:

2010

Language:

english

File:

PDF, 524 KB

english, 2010

3

A clustering approach to interpretable principal components

Enki, Doyo G., Trendafilov, Nickolay T., Jolliffe, Ian T.

Journal:

Journal of Applied Statistics

Year:

2013

Language:

english

File:

PDF, 210 KB

english, 2013

4

The multimode Procrustes problem

Nickolay T. Trendafilov, Ross A. Lippert

Journal:

Linear Algebra and its Applications

Year:

2002

Language:

english

File:

PDF, 170 KB

english, 2002

5

DINDSCAL: direct INDSCAL

Nickolay T. Trendafilov

Journal:

Statistics and Computing

Year:

2012

Language:

english

File:

PDF, 464 KB

english, 2012

6

Simultaneous Parameter Estimation in Exploratory Factor Analysis: An Expository Review

Steffen Unkel, Nickolay T. Trendafilov

Journal:

International Statistical Review

Year:

2010

Language:

english

File:

PDF, 658 KB

english, 2010

7

Exploratory factor and principal component analyses: some new aspects

Nickolay T. Trendafilov, Steffen Unkel, Wojtek Krzanowski

Journal:

Statistics and Computing

Year:

2013

Language:

english

File:

PDF, 502 KB

english, 2013

8

Exploratory Factor Analysis of Data Matrices With More Variables Than Observations

Trendafilov, Nickolay T., Unkel, Steffen

Journal:

Journal of Computational and Graphical Statistics

Year:

2011

Language:

english

File:

PDF, 526 KB

english, 2011

9

The Dynamical System Approach to Multivariate Data Analysis

Trendafilov, Nickolay T

Journal:

Journal of Computational and Graphical Statistics

Year:

2006

Language:

english

File:

PDF, 259 KB

english, 2006

10

Exploratory factor analysis of large data matrices

Trendafilov, Nickolay T., Fontanella, Sara

Journal:

Statistical Analysis and Data Mining

Year:

2018

Language:

english

File:

PDF, 429 KB

english, 2018

11

Projected gradient approach to the numerical solution of the SCoTLASS

Nickolay T. Trendafilov, Ian T. Jolliffe

Journal:

Computational Statistics & Data Analysis

Year:

2006

Language:

english

File:

PDF, 243 KB

english, 2006

12

DALASS: Variable selection in discriminant analysis via the LASSO

Nickolay T. Trendafilov, Ian T. Jolliffe

Journal:

Computational Statistics & Data Analysis

Year:

2007

Language:

english

File:

PDF, 487 KB

english, 2007

13

Simple and interpretable discrimination

Nickolay T. Trendafilov, Karen Vines

Journal:

Computational Statistics & Data Analysis

Year:

2009

Language:

english

File:

PDF, 886 KB

english, 2009

14

On the ℓ1 Procrustes problem

Nickolay T. Trendafilov

Journal:

Future Generation Computer Systems

Year:

2003

Language:

english

File:

PDF, 126 KB

english, 2003

15

P.-A. Absil, R. Mahony, and R. Sepulchre. Optimization

Nickolay T. Trendafilov

Journal:

Foundations of Computational Mathematics

Year:

2010

Language:

english

File:

PDF, 185 KB

english, 2010

16

Independent Component Analysis for

Steffen Unkel, Abdel Hannachi, Nickolay T. Trendafilov, Ian T. Jolliffe

Journal:

Journal of Agricultural, Biological, and Environmental Statistics

Year:

2011

Language:

english

File:

PDF, 446 KB

english, 2011

17

On a differential equation approach to the weighted orthogonal Procrustes problem

MOODY T. CHU, NICKOLAY T. TRENDAFILOV

Journal:

Statistics and Computing

Year:

1998

Language:

english

File:

PDF, 165 KB

english, 1998

18

GIPSCAL revisited. A projected gradient approach

Nickolay T. Trendafilov

Journal:

Statistics and Computing

Year:

2002

Language:

english

File:

PDF, 130 KB

english, 2002

19

The ℓ1oblique procrustes problem

Nickolay T. Trendafilov, G. A. Watson

Journal:

Statistics and Computing

Year:

2004

Language:

english

File:

PDF, 146 KB

english, 2004

20

Fitting the factor analysis model in ℓ1 norm

Nickolay T. Trendafilov

Journal:

British Journal of Mathematical and Statistical Psychology

Year:

2005

Language:

english

File:

PDF, 152 KB

english, 2005

21

The Dynamical System Approach to Multivariate Data Analysis

Nickolay T. Trendafilov

Journal:

Journal of Computational and Graphical Statistics

Year:

2006

Language:

english

File:

PDF, 1.72 MB

english, 2006

22

From simple structure to sparse components: a review

Nickolay T. Trendafilov

Journal:

Computational Statistics

Year:

2014

Language:

english

File:

PDF, 301 KB

english, 2014

23

Zig-zag exploratory factor analysis with more variables than observations

Steffen Unkel, Nickolay T. Trendafilov

Journal:

Computational Statistics

Year:

2013

Language:

english

File:

PDF, 459 KB

english, 2013

24

Sparse principal components by semi-partition clustering

Doyo G. Enki, Nickolay T. Trendafilov

Journal:

Computational Statistics

Year:

2012

Language:

english

File:

PDF, 548 KB

english, 2012

25

Sparse matrices in data analysis

Trendafilov, Nickolay, Kleinsteuber, Martin, Zou, Hui

Journal:

Computational Statistics

Year:

2014

Language:

english

File:

PDF, 89 KB

english, 2014

26

A Modified Principal Component Technique Based on the LASSO

Jolliffe, Ian T, Trendafilov, Nickolay T, Uddin, Mudassir

Journal:

Journal of Computational and Graphical Statistics

Year:

2003

Language:

english

File:

PDF, 301 KB

english, 2003

27

A Simple Method for Procrustean Rotation in Factor Analysis Using Majorization Theory

Trendafilov, Nickolay T.

Journal:

Multivariate Behavioral Research

Year:

1994

Language:

english

File:

PDF, 890 KB

english, 1994

28

Iterative Majorizing Rotation to Orthogonal Simple Structure Solution

Trendafilov, Nickolay T.

Journal:

Multivariate Behavioral Research

Year:

1996

Language:

english

File:

PDF, 778 KB

english, 1996

29

Independent exploratory factor analysis with application to atmospheric science data

Unkel, Steffen, Trendafilov, Nickolay T., Hannachi, Abdel, Jolliffe, Ian T.

Journal:

Journal of Applied Statistics

Year:

2010

Language:

english

File:

PDF, 652 KB

english, 2010

30

Sparse Versus Simple Structure Loadings

Trendafilov, Nickolay T., Adachi, Kohei

Journal:

Year:

2015

Language:

english

File:

PDF, 266 KB

english, 2015

31

Sparse principal component analysis subject to prespecified cardinality of loadings

Adachi, Kohei, Trendafilov, Nickolay T.

Journal:

Computational Statistics

Year:

2016

Language:

english

File:

PDF, 855 KB

english, 2016

32

Sparse PCA and investigation of multi-elements compositional repositories: theory and applications

Gallo, Michele, Trendafilov, Nickolay T., Buccianti, Antonella

Journal:

Environmental and Ecological Statistics

Year:

2016

Language:

english

File:

PDF, 591 KB

english, 2016

33

The Orthogonally Constrained Regression Revisited

Chu, Moody T, Trendafilov, Nickolay T

Journal:

Journal of Computational and Graphical Statistics

Year:

2001

Language:

english

File:

PDF, 504 KB

english, 2001

34

The Orthogonally Constrained Regression Revisited

Moody T. Chu and Nickolay T. Trendafilov

Journal:

Journal of Computational and Graphical Statistics

Year:

2001

Language:

english

File:

PDF, 693 KB

english, 2001

35

A Modified Principal Component Technique Based on the LASSO

Ian T. Jolliffe, Nickolay T. Trendafilov and Mudassir Uddin

Journal:

Journal of Computational and Graphical Statistics

Year:

2003

Language:

english

File:

PDF, 569 KB

english, 2003

36

Sparsest factor analysis for clustering variables: a matrix decomposition approach

Adachi, Kohei, Trendafilov, Nickolay T.

Journal:

Advances in Data Analysis and Classification

Year:

2017

Language:

english

File:

PDF, 557 KB

english, 2017

37

Recipes for sparse LDA of horizontal data

Nickolay T. Trendafilov,Tsegay Gebrehiwot Gebru

Journal:

Year:

2016

Language:

english

File:

PDF, 609 KB

english, 2016

38

Sparse Exploratory Factor Analysis

Trendafilov, Nickolay T., Fontanella, Sara, Adachi, Kohei

Journal:

Year:

2017

Language:

english

File:

PDF, 599 KB

english, 2017

39

Characterizing the influence of dispatching rules using correlation dimension

Indrayadi, Yuki, Trendafilov, Nickolay, Van Brussel, Hendrik

Journal:

IFAC Proceedings Volumes

Year:

2000

Language:

english

File:

PDF, 7.91 MB

english, 2000

40

Some Mathematical Properties of the Matrix Decomposition Solution in Factor Analysis

Adachi, Kohei, Trendafilov, Nickolay T.

Journal:

Year:

2017

Language:

english

File:

PDF, 659 KB

english, 2017

41

A CONTINUOUS-TIME APPROACH TO THE OBLIQUE PROCRUSTES PROBLEM

Trendafilov, Nickolay T.

Journal:

Behaviormetrika

Year:

1999

Language:

english

File:

PDF, 680 KB

english, 1999

42

Simple Structure Detection Through Bayesian Exploratory Multidimensional IRT Models

Fontanella, Lara, Fontanella, Sara, Valentini, Pasquale, Trendafilov, Nickolay

Journal:

Multivariate Behavioral Research

Year:

2018

Language:

english

File:

PDF, 1.51 MB

english, 2018

43

Semi-sparse PCA

Eldén, Lars, Trendafilov, Nickolay

Journal:

Year:

2018

Language:

english

File:

PDF, 948 KB

english, 2018

44

Some inequalities contrasting principal component and factor analyses solutions

Adachi, Kohei, Trendafilov, Nickolay T.

Journal:

Japanese Journal of Statistics and Data Science

Year:

2019

Language:

english

File:

PDF, 1.26 MB

english, 2019

45

Clustered Common Factor Exploration in Factor Analysis

Uno, Kohei, Adachi, Kohei, Trendafilov, Nickolay T.

Journal:

Year:

2019

Language:

english

File:

PDF, 758 KB

english, 2019

46

ORTHOMAX ROTATION PROBLEM. A DIFFERENTIAL EQUATION APPROACH

Chu, Moody T., Trendafilov, Nickolay T.

Journal:

Behaviormetrika

Year:

1998

Language:

english

File:

PDF, 989 KB

english, 1998