An R companion to political analysis:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Thousand Oaks, California
CQ Press
[2018]
|
| Edition: | Second edition |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Includes bibliographical references and index |
| Physical Description: | xvii, 229 Seiten Illustrationen, Diagramme |
| ISBN: | 9781506368849 |
Staff View
MARC
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| 245 | 1 | 0 | |a An R companion to political analysis |c Philip H. Pollock III, University of Central Florida, Barry C. Edwards, University of Central Florida |
| 246 | 1 | 3 | |a An companion to political analysis |
| 250 | |a Second edition | ||
| 264 | 1 | |a Thousand Oaks, California |b CQ Press |c [2018] | |
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| 500 | |a Includes bibliographical references and index | ||
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| 650 | 4 | |a Analysis of variance |x Computer programs |v Handbooks, manuals, etc | |
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Record in the Search Index
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| adam_text | Contents List of Boxes and Figures ix Preface xi A Quick Reference Guide toR Companion Functions xv Introduction: Getting Acquainted with R 1 About R Installing R A Quick Tour of the R Environment Objects Functions Getting Help Exercises 2 2 4 5 6 8 10 Chapter 1 : The R Companion Package 13 Running Scripts Ten Tips for Writing Good R Scripts Managing R Output: Graphics and Text Additional Software for Working with R Debugging R Code Exercises Chapter 2: Descriptive Statistics Interpreting Measures of Central Tendency and Variation Describing Nominal Variables Describing Ordinal Variables Describing the Central Tendency of Interval Variables Describing the Dispersion of Interval Variables Obtaining Case-Level Information Exercises 17 19 20 22 24 25 27 28 29 31 34 36 39 40 v
vi Contents Chapter 3: Transforming Variables Applying Mathematical and Logical Operators to Variables Creating Indicator Variables Changing Variable Classes Adding or Modifying Variable Labels Collapsing Variables into Simplified Categories Centering or Standardizing a Numeric Variable Creating an Additive Index Exercises Chapter 4: Making Comparisons Cross-Tabulations and Mosaic Plots Line Charts Mean Comparison Analysis Box Plots Strip Charts Exercises Chapter 5: Making Controlled Comparisons 45 46 48 49 50 51 53 54 57 61 62 65 66 67 69 70 75 Cross-Tabulation Analysis with a Control Variable Multiple Line Charts The legend Function Mean Comparison Analysis with a Control Variable Example of an Interaction Relationship Example of an Additive Relationship Exercises 76 80 81 82 82 84 86 Chapter 6: Making Inferences about Sample Means 91 Finding the 95 Percent Confidence Interval of the Population Mean Testing Hypothetical Claims about the Population Mean Caveat Interpreting P-Values Making Inferences about Two Sample Means Making Inferences about Two Sample Proportions Exercises Chapter 7: Chi-Square and Measures of Association Analyzing an Ordinal-Level Relationship Summary Analyzing an Ordinal-Level Relationship with a Control Variable Analyzing a Nominal-Level Relationship with a Control Variable Exercises Chapter 8: Correlation and Linear Regression Correlation Analysis Bivariate Regression with a Dummy Variable Bivariate Regression with an Interval-Level Independent Variable Multiple Regression Analysis Multiple Regression with Ordinal or Categorical Variables Weighted
Regression with a Dummy Variable 92 93 94 94 95 97 98 103 104 107 108 110 112 117 118 119 120 122 123 126
Contents vii Multiple Regression Analysis with Weighted Data Weighted Regression with Ordinal or Categorical Independent Variables Creating Tables of Regression Results Exercises Chapter 9: Visualizing Correlation and Regression Analysis Visualizing Correlation General Comments about Visualizing Regression Results Plotting Multiple Regression Results Interaction Effects in Multiple Regression Visualizing Regression Results with Weighted Data Special Issues When Plotting Observations with Limited Unique Values Exercises Chapter 1 0: Logistic Regression Thinking about Odds, Logged Odds, and Probabilities Estimating Logistic Regression Models Interpreting Logistic Regression Results with Odds Ratios Visualizing Results with Predicted Probabilities Curves Probability Profiles for Discrete Cases Model Fit Statistics for Logistic Regressions An Additional Example of Multivariable Logistic Regression Exercises Chapter 11: Doing Your Own Political Analysis Seven Doable Ideas Political Knowledge and Interest Self-Interest and Policy Preferences Economic Performance and Election Outcomes Electoral Turnout in Comparative Perspective Interviewer Effects on Public Opinion Surveys Religion and Politics Race and Politics Importing Data SPSS and Stata Formatted Datasets Microsoft Excel Datasets HTML Datasets PDF Format or Hand-Coded Data Writing It Up The Research Question Previous Research Data, Hypotheses, and Analysis Conclusions and Implications 128 129 132 133 139 140 142 145 151 154 156 158 T 63 164 165 168 169 172 175 177 180 185 185 186 186 187 187 187 188 188 189 189 190 195 196
198 199 199 199 200 Appendix Table A.l Alphabetical List of Variables in the GSS Dataset Table A.2 Alphabetical List of Variables in the NES Dataset Table A.3 Alphabetical List of Variables in the States Dataset Table A.4 Alphabetical List of Variables in the World Dataset 201 201 208 220 224 About the Authors 229
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| any_adam_object | 1 |
| author | Pollock, Philip H. III Edwards, Barry C. |
| author_GND | (DE-588)17065592X (DE-588)1137219858 |
| author_facet | Pollock, Philip H. III Edwards, Barry C. |
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| author_sort | Pollock, Philip H. III |
| author_variant | p h p ph php b c e bc bce |
| building | Verbundindex |
| bvnumber | BV044377022 |
| callnumber-first | J - Political Science |
| callnumber-label | JA86 |
| callnumber-raw | JA86 |
| callnumber-search | JA86 |
| callnumber-sort | JA 286 |
| callnumber-subject | JA - Political Science |
| classification_rvk | MB 2500 MR 2200 |
| ctrlnum | (OCoLC)1002249688 (DE-599)BVBBV044377022 |
| dewey-full | 320.0285/5133 |
| dewey-hundreds | 300 - Social sciences |
| dewey-ones | 320 - Political science (Politics and government) |
| dewey-raw | 320.0285/5133 |
| dewey-search | 320.0285/5133 |
| dewey-sort | 3320.0285 45133 |
| dewey-tens | 320 - Political science (Politics and government) |
| discipline | Politologie Soziologie |
| edition | Second edition |
| format | Book |
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| isbn | 9781506368849 |
| language | English |
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| spelling | Pollock, Philip H. III. Verfasser (DE-588)17065592X aut An R companion to political analysis Philip H. Pollock III, University of Central Florida, Barry C. Edwards, University of Central Florida An companion to political analysis Second edition Thousand Oaks, California CQ Press [2018] xvii, 229 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Includes bibliographical references and index 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 1\p DE-604 Edwards, Barry C. Verfasser (DE-588)1137219858 aut Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029779302&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| 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 |
| subject_GND | (DE-588)4076229-4 (DE-588)4705956-4 (DE-588)4056995-0 (DE-588)4123623-3 |
| title | An R companion to political analysis |
| title_alt | An companion to political analysis |
| title_auth | An R companion to political analysis |
| title_exact_search | An R companion to political analysis |
| title_full | An R companion to political analysis Philip H. Pollock III, University of Central Florida, Barry C. Edwards, University of Central Florida |
| title_fullStr | An R companion to political analysis Philip H. Pollock III, University of Central Florida, Barry C. Edwards, University of Central Florida |
| title_full_unstemmed | An R companion to political analysis Philip H. Pollock III, University of Central Florida, Barry C. Edwards, University of Central Florida |
| title_short | An R companion to political analysis |
| title_sort | an r companion to political analysis |
| 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 |
| topic_facet | R (Computer program language) Handbooks, manuals, etc Political statistics Computer programs Handbooks, manuals, etc Analysis of variance Computer programs Handbooks, manuals, etc Politische Wissenschaft R Programm Statistik Lehrbuch |
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