PLS path modeling

M Tenenhaus, VE Vinzi, YM Chatelin… - Computational statistics & …, 2005 - Elsevier
A presentation of the Partial Least Squares approach to Structural Equation Modeling (or
PLS Path Modeling) is given together with a discussion of its extensions. This approach is …

ADE-4: a multivariate analysis and graphical display software

J Thioulouse, D Chessel, S Dole´ dec… - Statistics and computing, 1997 - Springer
We present ADE-4, a multivariate analysis and graphical display software. Multivariate
analysis methods available in ADE-4 include usual one-table methods like principal …

An analysis and synthesis of multiple correspondence analysis, optimal scaling, dual scaling, homogeneity analysis and other methods for quantifying categorical …

M Tenenhaus, FW Young - Psychometrika, 1985 - Springer
We discuss a variety of methods for quantifying categorical multivariate data. These methods
have been proposed in many different countries, by many different authors, under many …

Quantitative analysis of qualitative data

FW Young - Psychometrika, 1981 - Springer
This paper presents an overview of an approach to the quantitative analysis of qualitative
data with theoretical and methodological explanations of the two cornerstones of the …

The Gifi system of descriptive multivariate analysis

G Michailidis, J De Leeuw - Statistical Science, 1998 - JSTOR
The Gifi system of analyzing categorical data through non-linear varieties of classical
multivariate analysis techniques is reviewed. The system is characterized by the optimal …

[PDF][PDF] Analyses de la co-inertie de nuages de points

D Chessel, M Hanafi - Revue de statistique appliquée, 1996 - numdam.org
Let be statistical K triplets (Xk, Qk, D)(1 k K) with K sets of variables measured in the same
sampling units. n is the number of samples; pl, P2,..., PK represent the number of variables …

[PDF][PDF] L'approche pls

M Tenenhaus - Revue de statistique appliquée, 1999 - numdam.org
This paper is devoted to a presentation of the Partial Least Squares approach (Soft
Modeling) proposed by Herman Wold and to its links with PLS regression. This method …

The integration of multidimensional scaling and multivariate analysis with optimal transformations

JJ Meulman - Psychometrika, 1992 - Springer
The recent history of multidimensional data analysis suggests two distinct traditions that
have developed along quite different lines. In multidimensional scaling (MDS), the available …

Correlation between EEG spectral parameters and an educational evaluation

T Harmony, G Hinojosa, E Marosi, J Becker… - International Journal …, 1990 - Taylor & Francis
EEG spectral parameters were computed in a group of children with different degrees of
difficulty in learning to read and write. For statistical analyses, Z-transformed values …

[图书][B] Multidimensional nonlinear descriptive analysis

S Nishisato - 2006 - taylorfrancis.com
Quantification of categorical, or non-numerical, data is a problem that scientists face across
a wide range of disciplines. Exploring data analysis in various areas of research, such as the …