Applied Multivariate Statistics in Geohydrology and Related Sciences / Edition 1

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Overview

This book provides a background in multivariate statistical techniques in geohydrology and environmental statistics. It is organised in broad categories, which cover procedures that deal with interrelations among objects and samples and the interrelations of variables. The headings are further subdivided into techniques that require multivariate normal data and techniques that do not. It can be used as a textbook, a reference book for a graduate seminar, or key reference in libraries at earth science agencies and other institutions.

"...provides background necessary to apply modern multivariate statistical techniques in geohydrology and biostatistics...ideal for use as a valuable library reference, guide for graduate seminar, or as a textbook."

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Product Details

  • ISBN-13: 9783642803307
  • Publisher: Springer Berlin Heidelberg
  • Publication date: 7/31/2012
  • Edition description: Softcover reprint of the original 1st ed. 1998
  • Edition number: 1
  • Pages: 248
  • Product dimensions: 6.14 (w) x 9.21 (h) x 0.57 (d)

Table of Contents

From the Contents:
Introduction to General Statistical and Multivariate Concepts. - Variable Directed Procedures Based on Normal Distribution Assumptions. - Variable - Directed Procedures not Based on Normal Distribution Assumptions. - Individual- Directed Procedures Based on Normal Distribution Assumptions. - Individual - Directed Techniques not Based on Normal Distribution Assumptions. - Other Approaches to Explore Multivariate Data. - Multivariate Measures of Space, Time, and Distance. - Multivariate Data Preparation, Plotting, and Conclusions.

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