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An R Companion for The Fundamentals of Social Research

Autor Paul M. Kellstedt, Guy D. Whitten, Steven A. Tuch
en Limba Engleză Paperback – 7 sep 2022
An R Companion for The Fundamentals of Social Research offers students the opportunity to delve into the world of R using real data sets and statistical analysis techniques directly from Paul M. Kellstedt, Guy D. Whitten, and Steven A. Tuch's new textbook. Workbook sections parallel chapters in the main text, giving students a chance to apply the lessons and techniques learned in each chapter in a statistical software setting. Detailed chapters teach students to reproduce results presented in the textbook, allowing them to become comfortable performing statistical analyses for evaluating causal claims through repeated practice. Step-by-step instructions for using R are provided, along with command lines and screenshots to demonstrate proper use of the software. Instructions for producing the figures and tables in the main text are integrated throughout the workbook. End-of-chapter exercises encourage students to formulate and evaluate their own hypotheses.
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Specificații

ISBN-13: 9781009248914
ISBN-10: 100924891X
Pagini: 100
Dimensiuni: 176 x 253 x 6 mm
Greutate: 0.18 kg
Ediția:Nouă
Editura: Cambridge University Press
Colecția Cambridge University Press
Locul publicării:New York, United States

Cuprins

List of figures; Preface; 1. The Scientific Study of Society; 2. The Art of Theory Building; 3. Evaluating Causal Relationships; 4. Research Design; 5. Survey Research; 6. Measuring Concepts of Interest; 7. Getting to Know Your Data; 8. Probability and Statistical Inference; 9. Bivariate Hypothesis Testing; 10. Two-variable Regression Models; 11. Multiple Regression; 12. Putting it all Together to Produce Effective Research; References; Index.

Notă biografică


Descriere

Teaches students how to use R to conduct the statistical analyses most commonly used in political science.