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Large sample and jackknife procedures for small sample orthogonal least squares inference
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In this article, orthogonal least squares estimation and approximate distribution theory for the particualr estimators considered are discussed, and a small Monte Carlo study is included, with a focus on the orthogonality of the estimators.Abstract:
This paper concerns orthogonal least squares estimation and (approximate) distribution theory for the particualr estimators considered. A small Monte Carlo study is included.read more
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Establishing equivalence between scaled measures of quality of life.
R. Gonin,S. Lloyd,David Cella +2 more
TL;DR: Methodologies which have been used in the pharmaceutical industry to demonstrate the equivalence of drug preparations, are applied to the measurement of quality of life (QOL).
References
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Journal ArticleDOI
LIII. On lines and planes of closest fit to systems of points in space
TL;DR: This paper is concerned with the construction of planes of closest fit to systems of points in space and the relationships between these planes and the planes themselves.
Book
An Introduction to Multivariate Statistical Analysis
TL;DR: In this article, the distribution of the Mean Vector and the Covariance Matrix and the Generalized T2-Statistic is analyzed. But the distribution is not shown to be independent of sets of Variates.
Journal ArticleDOI
Introduction to Multivariate Statistical Analysis.
William G. Madow,T. W. Anderson +1 more
Journal ArticleDOI
Asymptotic theory for principal component analysis
TL;DR: In this paper, the asymptotic distribution of the characteristic roots and vectors of a sample covariance matrix is given when the observations are from a multivariate normal distribution whose covariance matrices has characteristic roots of arbitrary multiplicity.
The use and interpretation of principal component analysis in applied research
TL;DR: In this paper, a number of generalizations of principal components have been made specially in the study of a set of variables in relation to another set known as instrumental variables, and the use of generalized principal components in applied research has been indicated.
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