Political analysis: a guide to data and statistics
Why let other people explain the world to you?From news reporting on elections or unfolding political crises to everyday advertising, you are confronted with statistics. Rather than being swayed by bad arguments and questionable correlations, this book introduces you to the most common and contempor...
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Format: | Buch |
Sprache: | English |
Veröffentlicht: |
Los Angeles
SAGE
[2023]
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Schlagworte: | |
Online-Zugang: | Inhaltsverzeichnis |
Zusammenfassung: | Why let other people explain the world to you?From news reporting on elections or unfolding political crises to everyday advertising, you are confronted with statistics. Rather than being swayed by bad arguments and questionable correlations, this book introduces you to the most common and contemporary statistical methods so that you can better understand the world. It's not about mindless number crunching or flashy techniques but about knowing when to use statistics as the best means to analyse a problem. Whether you want to answer:“Who is most likely to turn out and vote at the next election?”or “What accounts for some political conflicts escalating to war?”you’ll explore what can and can’t be done with statistics, and how to select the most appropriate statistical techniques and correctly interpret the results.Perhaps you simply want to understand enough to pass your statistics class and move on. Maybe you want to build your knowledge so that you are not excluded from research and debate. Or it could be the first step towards more advanced study. Whatever your goal, this book guides you through the journey, empowering you to confidently interact with statistics to make you a more formidable student, employee, and democratic citizen |
Beschreibung: | vi, 492 Seiten Illustrationen, Diagramme 870 grams |
ISBN: | 9781529774832 9781529774849 |
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Datensatz im Suchindex
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adam_text | CONTENTS Discover this Textbook s Online Resources About the Author A Prologue vii viii ix Ли Introduction 1 1 The Scientific Method and Statistics 9 2 Theory and Hypotheses 27 3 Data and Variables 47 4 Research Design 65 5 Statistics and the Scientific Study of Politics 85 P ART I DESCRIPTIVE STATISTICS105 6 Univariate Descriptive Statistics 107 7 Measures of Association I: Nominal- and Ordinal-level Variables 137 8 Measures of Association II: Means Comparison and Correlation 161 9 Measures of Association III: (Bivariate) Regression 189 P ART II INFERENTIAL STATISTICS217 Ю An Introduction to Inference 219 U Inference for Nominal- and Ordinal-level Variables 239 12 The Central Limit Theorem 261 13 Inference for Interval-level Variables 289
vi I POLITICAL ANALYSIS: A GUIDE TO DATA AND STATISTICS PARTIU MULTIPLE REGRESSION 315 14 Multiple Regression 317 15 Extensions to Multiple Regression ^41 16 Issues with Multiple Regression 37^ 17 Binary Logistic Regression ^93 18 Categorical and Limited Dependent Variables 419 PART IV CURRENT DEBATES 441 19 Big Alternatives 443 20 The Ethics of Data Analysis 463 Index 482
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CONTENTS Discover this Textbook's Online Resources About the Author A Prologue vii viii ix Ли Introduction 1 1 The Scientific Method and Statistics 9 2 Theory and Hypotheses 27 3 Data and Variables 47 4 Research Design 65 5 Statistics and the Scientific Study of Politics 85 P ART I DESCRIPTIVE STATISTICS105 6 Univariate Descriptive Statistics 107 7 Measures of Association I: Nominal- and Ordinal-level Variables 137 8 Measures of Association II: Means Comparison and Correlation 161 9 Measures of Association III: (Bivariate) Regression 189 P ART II INFERENTIAL STATISTICS217 Ю An Introduction to Inference 219 U Inference for Nominal- and Ordinal-level Variables 239 12 The Central Limit Theorem 261 13 Inference for Interval-level Variables 289
vi I POLITICAL ANALYSIS: A GUIDE TO DATA AND STATISTICS PARTIU MULTIPLE REGRESSION 315 14 Multiple Regression 317 15 Extensions to Multiple Regression ^41 16 Issues with Multiple Regression 37^ 17 Binary Logistic Regression ^93 18 Categorical and Limited Dependent Variables 419 PART IV CURRENT DEBATES 441 19 Big Alternatives 443 20 The Ethics of Data Analysis 463 Index 482 |
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spelling | Loveless, Matthew Verfasser (DE-588)1249180651 aut Political analysis a guide to data and statistics Matthew Loveless Los Angeles SAGE [2023] © 2023 vi, 492 Seiten Illustrationen, Diagramme 870 grams txt rdacontent n rdamedia nc rdacarrier Why let other people explain the world to you?From news reporting on elections or unfolding political crises to everyday advertising, you are confronted with statistics. Rather than being swayed by bad arguments and questionable correlations, this book introduces you to the most common and contemporary statistical methods so that you can better understand the world. It's not about mindless number crunching or flashy techniques but about knowing when to use statistics as the best means to analyse a problem. Whether you want to answer:“Who is most likely to turn out and vote at the next election?”or “What accounts for some political conflicts escalating to war?”you’ll explore what can and can’t be done with statistics, and how to select the most appropriate statistical techniques and correctly interpret the results.Perhaps you simply want to understand enough to pass your statistics class and move on. Maybe you want to build your knowledge so that you are not excluded from research and debate. Or it could be the first step towards more advanced study. Whatever your goal, this book guides you through the journey, empowering you to confidently interact with statistics to make you a more formidable student, employee, and democratic citizen Statistik (DE-588)4056995-0 gnd rswk-swf Politische Wissenschaft (DE-588)4076229-4 gnd rswk-swf (DE-588)4123623-3 Lehrbuch gnd-content Statistik (DE-588)4056995-0 s Politische Wissenschaft (DE-588)4076229-4 s DE-604 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=034160183&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
spellingShingle | Loveless, Matthew Political analysis a guide to data and statistics Statistik (DE-588)4056995-0 gnd Politische Wissenschaft (DE-588)4076229-4 gnd |
subject_GND | (DE-588)4056995-0 (DE-588)4076229-4 (DE-588)4123623-3 |
title | Political analysis a guide to data and statistics |
title_auth | Political analysis a guide to data and statistics |
title_exact_search | Political analysis a guide to data and statistics |
title_exact_search_txtP | Political analysis a guide to data and statistics |
title_full | Political analysis a guide to data and statistics Matthew Loveless |
title_fullStr | Political analysis a guide to data and statistics Matthew Loveless |
title_full_unstemmed | Political analysis a guide to data and statistics Matthew Loveless |
title_short | Political analysis |
title_sort | political analysis a guide to data and statistics |
title_sub | a guide to data and statistics |
topic | Statistik (DE-588)4056995-0 gnd Politische Wissenschaft (DE-588)4076229-4 gnd |
topic_facet | Statistik Politische Wissenschaft Lehrbuch |
url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=034160183&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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