STUDY OF ECOSYSTEMS BY FACTOR-ANALYSIS METHOD

Citation
S. Krnac et Z. Krnacova, STUDY OF ECOSYSTEMS BY FACTOR-ANALYSIS METHOD, EKOLOGIA-BRATISLAVA, 13(4), 1994, pp. 349-360
Citations number
NO
Categorie Soggetti
Ecology
Journal title
Volume
13
Issue
4
Year of publication
1994
Pages
349 - 360
Database
ISI
SICI code
Abstract
A great number of exploratory and/or confirmatory techniques of models with latent variables may be utilized for structural study of various ecosystems. The most popular member of this family is a model of fact or analysis. We present an exploratory model which appears very suitab le especially for setting up a primary structural:hypothesis on a defi ned ecosystem. The model is based on factorization of covariance matri x by the Single Value Decomposition technique. A statistical estimatio n of communalities is performed by a reduction of factor space accordi ng to error analysis. For the primary interpretation of an ecosystem s tructure, it is sufficient to employ an abstract rotation into a,,sing le structure''. Another approach can be utilized by a target transform ation for further analyses and/or syntheses of several ecosystems, whi ch gives rise to a family of less abstract confirmatory techniques.