
Using Multivariate Statistics
by Barbara G. Tabachnick, Linda S. Fidell
7th Edition
Publisher: Pearson
Book Details
| Print ISBN | 9780134790541 |
| eText ISBN | 9780134792910 |
| Publisher | Pearson |
| Publishing Year | 2019 |
| Edition | 7th Edition |
| Language | English |
Using Multivariate Statistics, 7th Edition, is a textbook that introduces multivariate statistical procedures for advanced undergraduate and graduate courses in social statistics. Written for students and researchers who may not be statisticians, it presents complex methods without requiring advanced mathematical training.
The text addresses foundational preparation and analytical workflows, including reviewing univariate and bivariate statistics, screening data before analysis, and selecting suitable methods. It covers core statistical procedures such as multiple regression, analysis of covariance, and multivariate analysis of variance.
Throughout the text, the authors focus on the practical benefits and constraints of each method. Readers learn when, why, and how to apply analyses while interpreting SPSS and SAS syntax and output.
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 by Jodie B. Ullman
Chapter 15: Multilevel Linear Modeling
Chapter 16: Multiway Frequency Analysis
Chapter 17: An Overview of the General Linear Model
Chapter 18: Time- ¿Series Analysis
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