Using multivariate statistics

Using multivariate statistics

by Tabachnick, Barbara G.

Type Book
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"An in-depth introduction to today{u2019}s most commonly used statistical and multivariate techniques. Using Multivariate Statistics, 7th Edition presents complex statistical procedures in a way that is maximally useful and accessible to researchers who may not be statisticians. The authors focus on the benefits and limitations of applying a technique to a data set {u2013} when, why, and how to do it. Only a limited knowledge of higher-level mathematics is assumed. Students using this text will…

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Title Statements

  • Full title :Using multivariate statistics / Barbara G. Tabachnick, California State University, Northridge, Linda S. Fidell, California State University, Northridge.

Summary

"An in-depth introduction to today{u2019}s most commonly used statistical and multivariate techniques. Using Multivariate Statistics, 7th Edition presents complex statistical procedures in a way that is maximally useful and accessible to researchers who may not be statisticians. The authors focus on the benefits and limitations of applying a technique to a data set {u2013} when, why, and how to do it. Only a limited knowledge of higher-level mathematics is assumed. Students using this text will learn to conduct numerous types of multivariate statistical analyses; find the best technique to use; understand limitations to applications; and learn how to use SPSS and SAS syntax and output."

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Edition Statements

  • Publication Date:©2019
  • Edition:Seventh edition

Publication Statements

  • Publisher(s):Pearson
  • Place of Publication:Boston
  • Language:eng
  • Publication Date:©2019

Notes

Chapitre 14 par Jodie B. Ullman.

The Physical Object

  • Description:xiv, 832 pages : : illustrations, graphiques ; : 28 cm

Edition Identifiers

  • ISBN:9780134790541, 0134790545
  • oclc:on1056112284
  • LC Classification:QA278
  • Dewey Decimal:519.5/35

Table of Contents

Introduction -- A guide to statistical techniques : using the book -- Review of univariate and bivariate statistics -- Cleaning up your act : screening data -- Multiple regression -- Analysis of covariance -- Multivariate analysis of variance and covariance -- Profile analysis : the multivariate approach to repeated measures -- Discriminant analysis -- Logistic regression -- Survival-failure analysis -- Canonical correlation -- Principal components and factor analysis -- Structural equation modeling / by Jodie B. Ullman -- Multilevel linear modeling -- Multiway frequency analysis -- An overview of the general linear model -- Time-series analysis (available online).

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Subjects

Analyse multivariée Analyse multivariée -- Manuels d'enseig… Guides et manuels Handbook handbooks Handbooks and manuals manuals (instructional materials) Mathematical statistics -- Textbooks multivariate analysis Multivariate analysis -- Textbooks Statistics Statistique mathématique -- Manuels d'e…

Writers

Tabachnick, Barbara G. Fidell, Linda S. Ullman, Jodie B.

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