Jeremy Arkes: Regression Analysis

Cover: 9781041002598 | Regression Analysis | A Practical Introduction | Jeremy Arkes | Buch

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Sprache: Englisch

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Beschreibung

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.

Über den Autor

Jeremy Arkes is a retired economics professor from the Graduate School of Business and Public Policy, Naval Postgraduate School, U.S.A.

Inhaltsverzeichnis

1. Introduction 2. Regression analysis basics 3. Essential tools for regression analysis 4. What does "holding other factors constant" mean? 5. Imprecision, 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 A: Background statistical tools. Appendix B: Data licenses for temperature_gdp dataset in exercises. Glossary.

Details

Erscheinungsjahr:	2025
Fachbereich:	Allgemeines
Genre:	Importe , Wirtschaft
Rubrik:	Recht & Wirtschaft
Medium:	Taschenbuch
Inhalt:	Einband - flex.(Paperback)
ISBN-13:	9781041002598
ISBN-10:	1041002599
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Arkes, Jeremy
Auflage:	3. Auflage
Hersteller:	Routledge
Verantwortliche Person für die EU:	Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße:	244 x 170 x 28 mm
Von/Mit:	Jeremy Arkes
Erscheinungsdatum:	12.09.2025
Gewicht:	0,894 kg