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Regression Analysis de Jeremy Arkes

Regression Analysis

Autor Jeremy Arkes
en Limba Engleză Hardback – 12 sep 2025
This thoroughly practical and engaging textbook conveys the skills needed to responsibly develop, conduct, scrutinize, and interpret statistical analyses without requiring high-level math. Rather than focusing on complicated equations, the book describes these biases visually and with examples of situations in which they could arise.
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Specificații

ISBN-13: 9781041002604
ISBN-10: 1041002602
Pagini: 524
Dimensiuni: 175 x 250 x 33 mm
Greutate: 1.07 kg
Ediția:3. Auflage
Editura: Routledge

Notă biografică

Jeremy Arkes is a retired economics professor from the Graduate School of Business and Public Policy, Naval Postgraduate School, U.S.A. He is currently writing books on economics, nature, and basketball.

Cuprins

1. Introduction
2. Regression analysis basics
3. Essential tools for regression analysis
4. What does "holding other factors constant" mean?
5. Standard errors, hypothesis tests, p-values, and aliens
6. What could go wrong when estimating causal effects?
7. Strategies for other regression objectives
8. Methods to address biases
9. Other methods besides Ordinary Least Squares
10. Time-series models
11. Some really interesting research
12. How to conduct a research project
13. The ethics of regression analysis
14. Summarizing thoughts  
Appendix of background statistical tools