Christer Thrane

Applied Regression Analysis (eBook, PDF)

Doing, Interpreting and Reporting

• Format: PDF

Produktbeschreibung

This book is an introduction to regression analysis which focuses on the practical aspects of conducting regression analysis and the real-world applications of this tool.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 202
• Erscheinungstermin: 16. Oktober 2019
• Englisch
• ISBN-13: 9780429813030
• Artikelnr.: 57928550

Autorenporträt

Christer Thrane holds a Ph.D. in Sociology and is Professor at Inland Norway University of Applied Sciences. His research interests include quantitative modeling studies in leisure, recreation, sports and tourism. He has 25 years of experience in teaching quantitative research methods and regression analysis.

Inhaltsangabe

Part 1: The Basics 1. What is regression analysis? 2. Linear regression
with a single independent variable 3. Linear regression with several
independent variables: Multiple regression Part 2: The Foundations 4.
Samples and populations, statistical uncertainty and testing of statistical
significance 5. The assumptions of regression analysis Part 3: The
Extensions 6. Beyond linear regression: Non-additivity, non-linearity and
mediation 7. A categorical dependent variable: Logistic (logit) regression
and related methods 8. An ordered (ordinal) dependent variable: Logistic
(logit) regression 9. The quest for a causal effect: Instrumental variable
(IV) regression Part 4: Regression Purposes, Academic Regression Projects
and the Way Ahead 10. Regression purposes in various academic settings and
how to perform them 11. The way ahead: Related techniques