TY - BOOK AU - Barbara G Tabachnick AU - Fidell,Linda S. TI - Using multivariate statistics SN - 9789352861750 U1 - 519.5/35 B2324 U PY - 2018/// CY - New Delhi PB - Pearson KW - Multivariate analysis N1 - 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. Up on 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; Features Provides hands on guidelines for conducting numerous types of multivariate statistical analyses Maintains a practical approach, still focusing on the benefits and limitations of applications of a technique to a data set — when, why and how to do it Presents a comprehensive introduction to today's most commonly encountered statistical and multivariate techniques, while assuming only a limited knowledge of higher-level mathematics; 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 Modelling Chapter 15 Multilevel Linear Modelling Chapter 16 Multiway Frequency Analysis ER -