An R companion to political analysis:
The Third Edition of An R Companion to Political Analysis by Philip H. Pollock III and Barry C. Edwards teaches your students to conduct political research with R, the open-source programming language and software environment for statistical computing and graphics. This workbook offers the same easy...
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Thousand Oaks, California
SAGE
[2023]
|
| Ausgabe: | Third Edition |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Zusammenfassung: | The Third Edition of An R Companion to Political Analysis by Philip H. Pollock III and Barry C. Edwards teaches your students to conduct political research with R, the open-source programming language and software environment for statistical computing and graphics. This workbook offers the same easy-to-use and effective style as the other software companions to the Essentials of Political Analysis, tailored for R. With this comprehensive workbook, students analyze research-quality data to learn descriptive statistics, data transformations, bivariate analysis (such as cross-tabulations and mean comparisons), controlled comparisons, correlation and bivariate regression, interaction effects, and logistic regression. The clear explanations and instructions are aided by the use of many annotated and labeled screen shots, as well as QR codes linking to demonstration videos. The many end-of-chapter exercises allow students to apply their new skills.The Third Edition includes new and revised exercises, along with new and updated datasets from the 2020 American National Election Study, an experiment dataset, and two aggregate datasets, one on 50 U.S. states and one based on countries of the world. A new structure helps break up individual elements of political analysis for deeper explanation while an updated suite of R functions makes using R even easier. Students will gain valuable skills learning to analyze political data in R. |
| Beschreibung: | xxix, 386 Seiten Illustrationen, Diagramme 984 grams |
| ISBN: | 9781071862414 |
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| 520 | |a The Third Edition of An R Companion to Political Analysis by Philip H. Pollock III and Barry C. Edwards teaches your students to conduct political research with R, the open-source programming language and software environment for statistical computing and graphics. This workbook offers the same easy-to-use and effective style as the other software companions to the Essentials of Political Analysis, tailored for R. With this comprehensive workbook, students analyze research-quality data to learn descriptive statistics, data transformations, bivariate analysis (such as cross-tabulations and mean comparisons), controlled comparisons, correlation and bivariate regression, interaction effects, and logistic regression. The clear explanations and instructions are aided by the use of many annotated and labeled screen shots, as well as QR codes linking to demonstration videos. The many end-of-chapter exercises allow students to apply their new skills.The Third Edition includes new and revised exercises, along with new and updated datasets from the 2020 American National Election Study, an experiment dataset, and two aggregate datasets, one on 50 U.S. states and one based on countries of the world. A new structure helps break up individual elements of political analysis for deeper explanation while an updated suite of R functions makes using R even easier. Students will gain valuable skills learning to analyze political data in R. | ||
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Datensatz im Suchindex
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| adam_text | BRIEF TABLE OF CONTENTS List of Figures xiii Preface xix Acknowledgments xxiii About the Authors xxv A Quick Reference Guide to R Companion Functions Introduction: Getting Started with R xxvii 1 Chapter 1 · Using R for Data Analysis 11 Chapter 2 · Descriptive Statistics 31 Chapter3 · Creating and Transforming Variables 53 Chapter 4 · Making Comparisons 87 Chapter5 · Graphing Relationships and Describing Patterns 105 Chapter 6 · Random Assignment and Sampling 131 Chapter? · Making Controlled Comparisons 147 Chapter8 · Foundations of Statistical Inference 167 Chapter? · Hypothesis Tests with One or Two Samples 189 Chapter 10 · Chi-Square Test and Analysis of Variance 211 Chapter 11 · Correlation and Bivariate Regression 235 Chapter 12 · Multiple Regression 259 Chapter 13 · Analyzing Regression Residuals 285 Chapter 14 · Logistic Regression 307 Chapter 15 · Doing Your Own Political Analysis 335 Appendix, Table A-1 : Variables in the Debate Experiment Dataset 355 Appendix, Table A-2: Variables in the NES Dataset 356 Appendix, Table A-З: Variables in the States Dataset by Topic 369 Appendix, Table A-4: Variables in the World Dataset by Topic 377
|
| adam_txt |
BRIEF TABLE OF CONTENTS List of Figures xiii Preface xix Acknowledgments xxiii About the Authors xxv A Quick Reference Guide to R Companion Functions Introduction: Getting Started with R xxvii 1 Chapter 1 · Using R for Data Analysis 11 Chapter 2 · Descriptive Statistics 31 Chapter3 · Creating and Transforming Variables 53 Chapter 4 · Making Comparisons 87 Chapter5 · Graphing Relationships and Describing Patterns 105 Chapter 6 · Random Assignment and Sampling 131 Chapter? · Making Controlled Comparisons 147 Chapter8 · Foundations of Statistical Inference 167 Chapter? · Hypothesis Tests with One or Two Samples 189 Chapter 10 · Chi-Square Test and Analysis of Variance 211 Chapter 11 · Correlation and Bivariate Regression 235 Chapter 12 · Multiple Regression 259 Chapter 13 · Analyzing Regression Residuals 285 Chapter 14 · Logistic Regression 307 Chapter 15 · Doing Your Own Political Analysis 335 Appendix, Table A-1 : Variables in the Debate Experiment Dataset 355 Appendix, Table A-2: Variables in the NES Dataset 356 Appendix, Table A-З: Variables in the States Dataset by Topic 369 Appendix, Table A-4: Variables in the World Dataset by Topic 377 |
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| author | Pollock, Philip H. III Edwards, Barry C. |
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| discipline | Politologie Soziologie |
| discipline_str_mv | Politologie Soziologie |
| edition | Third Edition |
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| spelling | Pollock, Philip H. III. Verfasser (DE-588)17065592X aut An R companion to political analysis Third Edition Thousand Oaks, California SAGE [2023] © 2023 xxix, 386 Seiten Illustrationen, Diagramme 984 grams txt rdacontent n rdamedia nc rdacarrier The Third Edition of An R Companion to Political Analysis by Philip H. Pollock III and Barry C. Edwards teaches your students to conduct political research with R, the open-source programming language and software environment for statistical computing and graphics. This workbook offers the same easy-to-use and effective style as the other software companions to the Essentials of Political Analysis, tailored for R. With this comprehensive workbook, students analyze research-quality data to learn descriptive statistics, data transformations, bivariate analysis (such as cross-tabulations and mean comparisons), controlled comparisons, correlation and bivariate regression, interaction effects, and logistic regression. The clear explanations and instructions are aided by the use of many annotated and labeled screen shots, as well as QR codes linking to demonstration videos. The many end-of-chapter exercises allow students to apply their new skills.The Third Edition includes new and revised exercises, along with new and updated datasets from the 2020 American National Election Study, an experiment dataset, and two aggregate datasets, one on 50 U.S. states and one based on countries of the world. A new structure helps break up individual elements of political analysis for deeper explanation while an updated suite of R functions makes using R even easier. Students will gain valuable skills learning to analyze political data in R. R (Computer program language) Handbooks, manuals, etc Political statistics Computer programs Handbooks, manuals, etc Analysis of variance Computer programs Handbooks, manuals, etc Politische Wissenschaft (DE-588)4076229-4 gnd rswk-swf R Programm (DE-588)4705956-4 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf (DE-588)4123623-3 Lehrbuch gnd-content R Programm (DE-588)4705956-4 s Politische Wissenschaft (DE-588)4076229-4 s Statistik (DE-588)4056995-0 s DE-604 Edwards, Barry C. Verfasser (DE-588)1137219858 aut Erscheint auch als Online-Ausgabe, EPUB 978-1-07-186244-5 Erscheint auch als Online-Ausgabe, PDF 978-1-07-186240-7 Digitalisierung UB Bamberg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033832980&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Pollock, Philip H. III Edwards, Barry C. An R companion to political analysis R (Computer program language) Handbooks, manuals, etc Political statistics Computer programs Handbooks, manuals, etc Analysis of variance Computer programs Handbooks, manuals, etc Politische Wissenschaft (DE-588)4076229-4 gnd R Programm (DE-588)4705956-4 gnd Statistik (DE-588)4056995-0 gnd |
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| title | An R companion to political analysis |
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| title_exact_search | An R companion to political analysis |
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| topic | R (Computer program language) Handbooks, manuals, etc Political statistics Computer programs Handbooks, manuals, etc Analysis of variance Computer programs Handbooks, manuals, etc Politische Wissenschaft (DE-588)4076229-4 gnd R Programm (DE-588)4705956-4 gnd Statistik (DE-588)4056995-0 gnd |
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