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Multivariate Statistical Methods: A Primer, Third Edition - Paperback - GOOD
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eBay item number:256406303316
Item specifics
- Condition
- Brand
- Unbranded
- Book Title
- Multivariate Statistical Methods: A Primer, Third Edition
- MPN
- Does not apply
- ISBN
- 9781584884149
- Publication Year
- 2004
- Type
- Textbook
- Format
- Uk-B Format Paperback
- Language
- English
- Publication Name
- Multivariate Statistical Methods
- Item Height
- 0.5in
- Item Length
- 9.1in
- Publisher
- CRC Press LLC
- Item Width
- 6.2in
- Item Weight
- 11.2 Oz
- Number of Pages
- 224 Pages
About this product
Product Information
A revised and updated edition of a best-selling introductory textbook and primer, this book includes new topics, a comparative appendix of statistical software packages, and focuses on examples in the biological and environmental sciences.
Product Identifiers
Publisher
CRC Press LLC
ISBN-10
1584884142
ISBN-13
9781584884149
eBay Product ID (ePID)
30232825
Product Key Features
Publication Name
Multivariate Statistical Methods
Format
Uk-B Format Paperback
Language
English
Publication Year
2004
Type
Textbook
Number of Pages
224 Pages
Dimensions
Item Length
9.1in
Item Height
0.5in
Item Width
6.2in
Item Weight
11.2 Oz
Additional Product Features
Lc Classification Number
Qa278.M35 2004
Edition Description
Revised Edition,New Edition
Edition Number
3
Table of Content
THE MATERIAL OF MULTIVARIATE ANALYSIS Examples of Multivariate Data Preview of Multivariate Methods The Multivariate Normal Distribution Computer Programs Graphical Methods Chapter Summary References MATRIX ALGEBRA The Need for Matrix Algebra Matrices and Vectors Operations on Matrices Matrix Inversion Quadratic Forms Eigenvalues and Eigenvectors Vectors of Means and Covariance Matrices Further Reading Chapter Summary References DISPLAYING MULTIVARIATE DATA The Problem of Displaying Many Variables in Two Dimensions Plotting index Variables The Draftsman''s Plot The Representation of Individual Data P:oints Profiles of Variables Discussion and Further Reading Chapter Summary References TESTS OF SIGNIFICANCE WITH MULTIVARIATE DATA Simultaneous Tests on Several Varables Comparison of Mean Values for Two Samples: The Single Variable Case Comparison of Mean Values for Two Samples: The Multivariate Case Multivariate Versus Univariate Tests Comparison of Variation for Two Samples: The Single Variable Case Comparison of Variation for Two Samples: The Multivariate Case Comparison of Means for Several Samples Comparison of Variation for Several Samples Discussion Chapter Summary Exercises References MEASURING AND TESTING MULTIVARIATE DISTANCES Multivariate Distances Distances Between Individual Observations Distances Between Populations and Samples Distances Based on Proportions Presence-Absence data The Mantel Randomization Test Computer Programs Discussion and Further Reading Chapter Summary Exercise References PRINCIPAL COMPONENTS ANALYSIS Definition of Principal Components Procedure for a Principal Components Analysis Computer Programs Further Reading Chapter Summary Exercises References FACTOR ANALYSIS The Factor Analysis Model Procedure for a Factor Analysis Principal Components Factor Analysis Using a Factor Analysis Program to do Principal Components Analysis Options in Analyses The Value of Factor Analysis Computer Programs Discussion and Further Reading Chapter Summary Exercise References DISCRIMINANT FUNCTION ANALYSIS The Problem of Separating Groups Discrimination Using Mahalanobis Distances Canonical Discriminant Functions Tests of Significance Assumptions Allowing for Prior Probabilities of Group Membership Stepwise Discriminant Function Analysis Jackknife Classification of Individuals Assigning of Ungrouped Individuals to Groups Logistic Regression Computer Programs Discussion and Further Reading Chapter Summary Exercises References CLUSTER ANALYSIS Uses of Cluster analysis Types of Cluster Analysis Hierarchic Methods Problems of Cluster Analysis Measures of Distance Principal Components Analysis with Cluster Analysis Computer Programs Discussion and Further Reading Chapter Summary Exercises References CANONICAL CORRELATION ANALYSIS Generalizing a Multiple Regression Analysis Procedure for a Canonical Correlation Analysis Tests of Significance Interpreting Canonical Variates Computer Programs Further Reading Chapter Summary Exercise References MULTIDIMENSIONAL SCALING Constructing a Map from a Distance Matrix Procedure for Multidimensional Scaling Computer Programs Further Reading Chapter Summary Exercise References ORDINATION The Ordination Problem Principal Components Analysis Principal Coordinates Analysis Multidimensional Scaling Correspondence Analysis Comparison of Ordination Methods Computer Programs Further Reading Chapter Summary Exercise References EPILOGUE The Next Step Some General Reminders Missing Values References APPENDIX Computer Packages for Multivariate Analyses References
Copyright Date
2004
Topic
Probability & Statistics / General, Probability & Statistics / Multivariate Analysis
Lccn
2004-045489
Dewey Decimal
519.5/35
Intended Audience
College Audience
Dewey Edition
22
Illustrated
Yes
Genre
Mathematics
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eBay item number:256406303316
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