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Cover: 9780367272586 | Regression Analysis in R | Jocelyn E. Bolin | Taschenbuch | Englisch
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Regression Analysis in R
A Comprehensive View for the Social Sciences
Taschenbuch von Jocelyn E. Bolin
Sprache: Englisch

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Beschreibung
Regression Analysis in R: A Comprehensive View for the Social Sciences covers the basic applications of multiple linear regression all the way through to more complex regression applications and extensions. Written for graduate level students of social science disciplines this book walks readers through bivariate correlation giving them a solid framework from which to expand into more complicated regression models. Concepts are demonstrated using R software and real data examples.

Key Features:

Full output examples complete with interpretation

Full syntax examples to help teach R code

Appendix explaining basic R functions

Methods for multilevel data that are often included in basic regression texts

End of Chapter Comprehension Exercises
Regression Analysis in R: A Comprehensive View for the Social Sciences covers the basic applications of multiple linear regression all the way through to more complex regression applications and extensions. Written for graduate level students of social science disciplines this book walks readers through bivariate correlation giving them a solid framework from which to expand into more complicated regression models. Concepts are demonstrated using R software and real data examples.

Key Features:

Full output examples complete with interpretation

Full syntax examples to help teach R code

Appendix explaining basic R functions

Methods for multilevel data that are often included in basic regression texts

End of Chapter Comprehension Exercises
Über den Autor

Jocelyn E. Bolin is professor in the Department of Educational Psychology at Ball State University, where she teaches courses on introductory and intermediate statistics, multiple regression analysis, and multilevel modeling to graduate students in social science disciplines. She earned a PhD in educational psychology from Indiana University Bloomington. Her research interests include statistical methods for classification and clustering and use of multilevel modeling in the social sciences.

Inhaltsverzeichnis
1. The Issue of Causality. 2. Describing Simple Relationships. 3. Linear Regression Analysis. 4. Regression Assumptions and Interpretational Considerations. 5. Dummy Variables and Interactions. 6. Hierarchical Regression. 7. Moderation and Mediation. 8. Dealing with Non- Linearity. 9. Regression Models for Nested Data. 10. Fixed Effects Modeling.
Details
Erscheinungsjahr: 2022
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: Einband - flex.(Paperback)
ISBN-13: 9780367272586
ISBN-10: 036727258X
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Bolin, Jocelyn E.
Hersteller: Chapman and Hall/CRC
Maße: 234 x 156 x 11 mm
Von/Mit: Jocelyn E. Bolin
Erscheinungsdatum: 27.07.2022
Gewicht: 0,304 kg
Artikel-ID: 121382262
Über den Autor

Jocelyn E. Bolin is professor in the Department of Educational Psychology at Ball State University, where she teaches courses on introductory and intermediate statistics, multiple regression analysis, and multilevel modeling to graduate students in social science disciplines. She earned a PhD in educational psychology from Indiana University Bloomington. Her research interests include statistical methods for classification and clustering and use of multilevel modeling in the social sciences.

Inhaltsverzeichnis
1. The Issue of Causality. 2. Describing Simple Relationships. 3. Linear Regression Analysis. 4. Regression Assumptions and Interpretational Considerations. 5. Dummy Variables and Interactions. 6. Hierarchical Regression. 7. Moderation and Mediation. 8. Dealing with Non- Linearity. 9. Regression Models for Nested Data. 10. Fixed Effects Modeling.
Details
Erscheinungsjahr: 2022
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: Einband - flex.(Paperback)
ISBN-13: 9780367272586
ISBN-10: 036727258X
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Bolin, Jocelyn E.
Hersteller: Chapman and Hall/CRC
Maße: 234 x 156 x 11 mm
Von/Mit: Jocelyn E. Bolin
Erscheinungsdatum: 27.07.2022
Gewicht: 0,304 kg
Artikel-ID: 121382262
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