Debbie L Hahs-Vaughn

Applied Multivariate Statistical Concepts

• Broschiertes Buch

Produktbeschreibung

This new book covers the classic and cutting edge multivariate techniques used in today's research. Through clear writing and engaging pedagogy and examples using real data, Hahs-Vaughn walks readers through the most used methods to learn why and how to apply each technique so they can implement and interpret results. Screenshots from SPSS and other packages are integrated throughout. Designed for utmost flexibility, readers can review chapters in any sequence after the first four. Outlines, key concepts, and vignettes related to key concepts preview what's to come in each chapter and problems encourage critical thinking. Only crucial equations are included.

Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 648
• Erscheinungstermin: 28. November 2016
• Englisch
• Abmessung: 251mm x 175mm x 33mm
• Gewicht: 1134g
• ISBN-13: 9780415842365
• ISBN-10: 0415842360
• Artikelnr.: 47544743

Autorenporträt

Debbie L. Hahs-Vaughn is a Professor in the University of Central Floridäs Methodology, Measurement, & Analysis Program in the College of Education and Human Performance.

Inhaltsangabe

1. Multivariate Statistics 2. Univariate and Bivariate Statistics Review 3.
Data Screening 4. Multiple Linear Regression 5. Logistic Regression 6.
Multivariate Analysis of Variance: Single Factor, Factorial, and Repeated
Measures Designs 7. Discriminant Analysis 8. Cluster Analysis 9.
Exploratory Factor Analysis 10. Path Analysis, Confirmatory Factor
Analysis, and Structural Equation Modeling 11. Multilevel Linear Modeling
12. Propensity Score Analysis