Applied Regression Analysis : Doing, Interpreting and Reporting /: Doing, Interpreting and Reporting. (2019)

• Record Type: Book
• Further Information: Note: Christer Thrane.
• Authors: Thrane, Christer
• Contents: 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
• Edition: 1st
• Publisher Details: Routledge
• Publication Date: 2019
• Extent: 1 online resource (192 pages), (65 illustrations)
• Languages: English
• ISBNs: 9780429813023; 0429813023
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.