Michael A. Gallo, Ulreen O. McKinney

Applied Multiple Regression/Correlation Analysis for Aviation Research

• Gebundenes Buch

Produktbeschreibung

Applied Multiple Regression/Correlation Analysis for Aviation Research describes and illustrates multiple regression/correlation (MRC) analysis in an aviation context and is the ideal textbook for research-oriented graduate aviation programs that require knowledge of advanced statistical strategies for analyzing research data.

Produktdetails

• Verlag: Taylor & Francis Ltd
• Seitenzahl: 410
• Erscheinungstermin: 24. Juli 2025
• Englisch
• Abmessung: 246mm x 174mm
• Gewicht: 960g
• ISBN-13: 9781032829128
• ISBN-10: 1032829125
• Artikelnr.: 73776877

Autorenporträt

Michael A. Gallo, Ph.D., is a Professor Emeritus in the College of Aeronautics at Florida Institute of Technology, USA. Ulreen O. McKinney, Ph.D. is an Associate Professor in the College of Aeronautics at Florida Institute of Technology, USA.

Inhaltsangabe

Part A Fundamental Concepts of Correlation and Regression 1. Bivariate
Correlation 2. Bivariate Linear Regression Part B Establishing the
Foundation of MRC 3. MRC with Two Predictors 4. MRC with More Than Two
Predictors 5. Preliminary Data Screening: Regression Assumptions and
Diagnostics Part C Data Analytic Strategies for MRC 6. Multiple Regression
Strategies for Variable Selection 7. Analyzing Sets of Independent
Variables 8. Coding Strategies for Nominal IVs Part D Additional
Applications of MRC 9. Combining Nominal and Continuous IVs, ANCOVA, and
Interactions 10. Other Regression Models: Mediation and Binary Logistic
Regression Appendixes: A. Key Concepts in Research and Statistics B.
Statistics Tables C. Answers to Part A Review Exercises