Applied Factor Analysis in the Natural Sciences

Name: Applied Factor Analysis in the Natural Sciences
Brand: Cambridge University Press
SKU: 9780521575560
Price: 56.47 EUR
Availability: InStock

Autor: Reyment, Richard A. (Uppsala Universitet, Sweden), Jvreskog, K. G. (Uppsala Universitet, Sweden)

Jazyk:

Väzba: Brožovaná

Vydavateľ: Cambridge University Press

Dostupnosť: Skladom u dodávateľa

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56.47 €

This graduate-level text aims to introduce students of the natural sciences to the powerful techniqu...

Informácie o knihe

Autor

Reyment, Richard A. (Uppsala Universitet, Sweden), Jvreskog, K. G. (Uppsala Universitet, Sweden)

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

1996

Stránok

384

EAN

9780521575560

ISBN

0521575567

Enbook ID

02035856

Vydavateľ

Cambridge University Press

Hmotnosť

560

Rozmery

152 x 229 x 22

Kompletný popis

This graduate-level text aims to introduce students of the natural sciences to the powerful technique of factor analysis and to provide them with the background necessary to be able to undertake analyses on their own. A thoroughly updated and expanded version of the authors' successful textbook on geological factor analysis, this book draws on examples from botany, zoology, ecology, and oceanography, as well as geology. Applied multivariate statistics has grown into a research area of almost unlimited potential in the natural sciences. The methods introduced in this book, such as classical principal components, principal component factor analysis, principal coordinate analysis, and correspondence analysis, can reduce masses of data to manageable and interpretable form. Q-mode and Q-R-mode methods are also presented. Special attention is given to methods of robust estimation and the identification of atypical and influential observations. Throughout the book, the emphasis is on application rather than theory.

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