
Accession Number : ADA017043
Title : Application of Principal Components Analysis to the Study of Silicate Crystal Structures.
Descriptive Note : Environmental research papers,
Corporate Author : AIR FORCE CAMBRIDGE RESEARCH LABS HANSCOM AFB MASS
Personal Author(s) : Giese,Rossman F. , Jr. ; Dentan,C. M.
Report Date : 14 JUL 1975
Pagination or Media Count : 56
Abstract : Principal components analysis (PCA) is a quasistatistical technique for transforming a given set of variables or observations into a new set of linearly transformed variables. The new set has the advantage that most of the variance of the original observations can be accounted for with fewer variables, thus simplifying interpretation of the variance. PCA has been applied to (1) micas using only interatomic distances and (2) clinopyroxenes using both interatomic distances and angles. In all cases, at most three new variables were necessary to account for 90 percent or more of the original total variance. Each of these new variables can be interpreted in terms of distortions of the crystal structures of the two groups of minerals. One of the advantages of PCA is the quantitative evaluation of specific crystal structure distortions.
Descriptors : *Crystal structure, *Minerals, Silicates, Mica, Statistical analysis
Subject Categories : Geology, Geochemistry and Mineralogy
Crystallography
Distribution Statement : APPROVED FOR PUBLIC RELEASE