Mertler C.A., Reinhart R.V. Advanced and Multivariate Statistical Methods: Practical Application and Interpretation

6th Edition. — L.: Routledge, 2016. - 391 p. — ISBN: 978-1138289734Ideal for non-math majors, Advanced and Multivariate Statistical Methods teaches students to interpret, present, and write up results for each statistical technique without overemphasizing advanced math. This highly applied approach covers the why, what, when and how of advanced and multivariate statistics in a way that is neither too technical nor too mathematical. Students also learn how to compute each technique using SPSS software.New to the Sixth Edition
Instructor ancillaries are now available with the sixth edition.
All SPSS directions and screenshots have been updated to Version 23 of the software.
Student learning objectives have been added as a means for students to target their learning and for instructors to focus their instruction.
Key words are reviewed and reinforced in the end of chapter material to ensure that students understand the vocabulary of advanced and multivariate statistics.Introduction to Multivariate Statistics
A Guide to Multivariate Techniques
Pre-Analysis Data Screening
Factorial Analysis of Variance
Analysis of Covariance
Multivariate Analysis of Variance and Covariance
Multiple Regression
Path Analysis
Factor Analysis
Discriminant Analysis
Logistic Regression
Appendix A. SPSS Data Sets
Appendix B. The Chi-Square Distribution