Tabachnick, Barbara G., & Fidell, L. S. (2012). Using multivariate statistics (6th Ed.). Essex: Pearson.
摘要：A Practical Approach to using Multivariate Analyses Using Multivariate Statistics, 6th edition provides advanced undergraduate as well as graduate students with a timely and comprehensive introduction to today's most commonly encountered statistical and multivariate techniques, while assuming only a limited knowledge of higher-level mathematics. This text's practical approach focuses on the benefits and limitations of applications of a technique to a data set - when, why, and how to do it. Learning Goals Upon completing this book, readers should be able to: * Learn to conduct numerous types of multivariate statistical analyses * Find the best technique to use * Understand Limitations to applications * Learn how to use SPSS and SAS syntax and output Note: MySearchLab with eText does not come automatically packaged with this text.
BRIEF TABLE OF CONTENTS
Chapter 1 Introduction
Chapter 2 A Guide to Statistical Techniques: Using the Book
Chapter 3 Review of Univariate and Bivariate Statistics
Chapter 4 Cleaning Up Your Act: Screening Data Prior to Analysis
Chapter 5 Multiple Regression
Chapter 6 Analysis of Covariance
Chapter 7 Multivariate Analysis of Variance and Covariance
Chapter 8 Profile Analysis: The Multivariate Approach to Repeated Measures
Chapter 9 Discriminant Analysis
Chapter 10 Logistic Regression
Chapter 11 Survival/Failure Analysis
Chapter 12 Canonical Correlation
Chapter 13 Principal Components and Factor Analysis
Chapter 14 Structural Equation Modeling
Chapter 15 Multilevel Linear Modeling
Chapter 16 Multiway Frequency Analysis
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