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| an r companion to political analysis: An R Companion to Political Analysis Philip H. Pollock III, Barry C. Edwards, 2017-03-31 Teach your students to conduct political research using R, the open source programming language and software environment for statistical computing and graphics. An R Companion to Political Analysis by Philip H. Pollock III and Barry C. Edwards offers the same easy-to-use and effective style as the best-selling SPSS and Stata Companions. The all-new Second Edition includes new and revised exercises and datasets showing students how to analyze research-quality data to learn descriptive statistics, data transformations, bivariate analysis (cross-tabulations and mean comparisons), controlled comparisons, statistical inference, linear correlation and regression, dummy variables and interaction effects, and logistic regression. The clear explanation and instruction is accompanied by annotated and labeled screen shots and end-of-chapter exercises to help students apply what they have learned. |
| an r companion to political analysis: An R Companion to Political Analysis Philip H. Pollock III, Barry C. Edwards, 2017-04-12 Teach your students to conduct political research using R, the open source programming language and software environment for statistical computing and graphics. An R Companion to Political Analysis offers the same easy-to-use and effective style as the best-selling SPSS and Stata Companions. The all-new Second Edition includes new and revised exercises and datasets showing students how to analyze research-quality data to learn descriptive statistics, data transformations, bivariate analysis (cross-tabulations and mean comparisons), controlled comparisons, statistical inference, linear correlation and regression, dummy variables and interaction effects, and logistic regression. The clear explanation and instruction is accompanied by annotated and labeled screen shots and end-of-chapter exercises to help students apply what they have learned. Students will love this book, as will their teachers. – Courtney Brown, Emory University |
| an r companion to political analysis: An R Companion to Political Analysis Philip H. Pollock III, 2013-11-04 Data Analysis with R Teach your students to conduct political research with R, the open source programming language and software environment for statistical computing and graphics. An R Companion to Political Analysis offers the same easy-to-use and effective style as the best-selling SPSS and Stata Companions. This new, comprehensive workbook covers descriptive statistics, data transformations, bivariate approaches (cross-tabulations and mean comparisons), controlled comparisons, statistical inference, linear correlation and regression, dummy variables and interaction effects, and logistic regression. The clear explanation and instruction is aided by the use of annotated and labeled screen shots as well as a wealth of exercises and datasets so students can apply their new skills. |
| an r companion to political analysis: An R Companion to Political Analysis Philip H. Pollock III, Barry C. Edwards, 2022-07-18 The Third Edition of An R Companion to Political Analysis by Philip H. Pollock III and Barry C. Edwards teaches your students to conduct research with R, the open-source programming language for statistical computing and graphics. This workbook offers the same easy-to-use style as other Companions, tailored for R. |
| an r companion to political analysis: An R Companion for the Third Edition of The Fundamentals of Political Science Research Paul M. Kellstedt, Guy D. Whitten, 2021-05-31 An R Companion for the Third Edition of The Fundamentals of Political Science Research offers students a chance to delve into the world of R using real political data sets and statistical analysis techniques directly from Paul M. Kellstedt and Guy D. Whitten's best-selling textbook. Built in parallel with the main text, this workbook teaches students to apply the techniques they learn in each chapter by reproducing the analyses and results from each lesson using R. Students will also learn to create all of the tables and figures found in the textbook, leading to an even greater mastery of the core material. This accessible, informative, and engaging companion walks through the use of R step-by-step, using command lines and screenshots to demonstrate proper use of the software. With the help of these guides, students will become comfortable creating, editing, and using data sets in R to produce original statistical analyses for evaluating causal claims. End-of-chapter exercises encourage this innovation by asking students to formulate and evaluate their own hypotheses. |
| an r companion to political analysis: The Essentials of Political Analysis Philip H. Pollock III, Barry C. Edwards, 2019-07-18 Pollock and Edwards explain the nuts-and-bolts of research design and data analysis in a clear and concise style. The Essential of Political Analysis is an intuitive introduction to complex material, replete with examples from the political science literature that add relevance to statistical concepts. This text offers students an excellent balance between the technical and the practical. —Francis Neely, San Francisco State University Gain the skills you need to conduct political analysis and critically assess statistical research. In this Sixth Edition of The Essentials of Political Science, bestselling authors Philip H. Pollock III and Barry C. Edwards build students’ analytic abilities and develop their statistical reasoning with new data, fresh exercises, and accessible examples. This brief, accessible guide walks students through the essentials—measuring concepts, formulating and testing hypotheses, describing variables—while using key terms, chapter-opening objectives, over 80 tables and figures, and practical exercises to get them using and applying their new skills. Using SPSS, STATA or R? Discounted package deals available with Philip H. Pollock’s companion workbooks. . Give your students the SAGE edge! SAGE edge offers a robust online environment featuring an impressive array of free tools and resources for review, study, and further exploration, keeping both instructors and students on the cutting edge of teaching and learning. |
| an r companion to political analysis: An SPSS Companion for the Third Edition of The Fundamentals of Political Science Research Paul M. Kellstedt, Guy D. Whitten, 2020-04-23 An SPSS Companion for the Third Edition of The Fundamentals of Political Science Research offers students a chance to delve into the world of SPSS using real political science data sets and statistical analysis techniques directly from Paul M. Kellstedt and Guy D. Whitten's best-selling textbook. Built in parallel with the main text, this workbook teaches students to apply the techniques they learn in each chapter by reproducing the analyses and results from each lesson using SPSS. Students will also learn to create all of the tables and figures found in the textbook, leading to an even greater mastery of the core material. This accessible, informative, and engaging companion walks through the use of SPSS step-by-step, using command lines and screenshots to demonstrate proper use of the software. With the help of these guides, students will become comfortable creating, editing, and using data sets in SPSS to produce original statistical analyses for evaluating causal claims. End-of-chapter exercises encourage this innovation by asking students to formulate and evaluate their own hypotheses. |
| an r companion to political analysis: The Fundamentals of Political Science Research Paul M. Kellstedt, Guy D. Whitten, 2009 This textbook introduces the scientific study of politics, supplying students with the basic tools to be critical consumers and producers of scholarly research. |
| an r companion to political analysis: An IBM® SPSS® Companion to Political Analysis Philip H. Pollock, III, Barry Clayton Edwards, 2025-07-14 In Phillip H. Pollock III and Barry C. Edwards′ trusted An IBM® SPSS® Companion to Political Analysis workbook, students dive headfirst into actual political data and work with a software tool that prepares them not only for future political science research but the job world as well. Students learn by doing with new guided examples, annotated screenshots, step-by-step instructions, and exercises that reflect current scholarly debates in American political behavior and comparative politics. The Seventh Edition has been thoroughly revised to break up larger chapters for a more detailed and focused exploration of key topics. This edition has also been updated to reflect current datasets from the General Social Survey (GSS) and American National Election Studies (ANES), including new variables related to the 2020 presidential election, ensuring students are working with relevant and up-to-date political science data. Datasets are all compatible with all post-12 releases of SPSS. |
| an r companion to political analysis: An SPSS Companion to Political Analysis, 4th Edition Philip H. Pollock, 2011-07-22 Featuring examples, over 120 screenshots and step-by-step instructions, this workbook will be an invaluable resource for students facing the task of undertaking statistical research as part of their politics course. |
| an r companion to political analysis: A Stata® Companion to Political Analysis Philip H. Pollock III, Barry C. Edwards, 2018-09-20 Popular for its speed, flexibility, and attractive graphics, Stata is a powerful tool for political science students. With Philip Pollock's Fourth Edition of A Stata® Companion to Political Analysis, students quickly learn Stata via step-by-step instruction, more than 50 exercises, customized datasets, annotated screen shots, boxes that highlight Stata's special capabilities, and guidance on using Stata to read raw data. This attractive and value-priced workbook, an ideal complement to Pollock’s Essentials of Political Analysis, is a must-have for any political science student working with Stata. |
| an r companion to political analysis: Political Analysis Using R James E. Monogan III, 2015-12-14 This book provides a narrative of how R can be useful in the analysis of public administration, public policy, and political science data specifically, in addition to the social sciences more broadly. It can serve as a textbook and reference manual for students and independent researchers who wish to use R for the first time or broaden their skill set with the program. While the book uses data drawn from political science, public administration, and policy analyses, it is written so that students and researchers in other fields should find it accessible and useful as well. By the end of the first seven chapters, an entry-level user should be well acquainted with how to use R as a traditional econometric software program. The remaining four chapters will begin to introduce the user to advanced techniques that R offers but many other programs do not make available such as how to use contributed libraries or write programs in R. The book details how to perform nearly every task routinely associated with statistical modeling: descriptive statistics, basic inferences, estimating common models, and conducting regression diagnostics. For the intermediate or advanced reader, the book aims to open up the wide array of sophisticated methods options that R makes freely available. It illustrates how user-created libraries can be installed and used in real data analysis, focusing on a handful of libraries that have been particularly prominent in political science. The last two chapters illustrate how the user can conduct linear algebra in R and create simple programs. A key point in these chapters will be that such actions are substantially easier in R than in many other programs, so advanced techniques are more accessible in R, which will appeal to scholars and policy researchers who already conduct extensive data analysis. Additionally, the book should draw the attention of students and teachers of quantitative methods in the political disciplines. |
| an r companion to political analysis: Statistics for Business Robert Stine, Dean Foster, 2015-08-17 In Statistics for Business: Decision Making and Analysis, authors Robert Stine and Dean Foster of the University of Pennsylvania’s Wharton School, take a sophisticated approach to teaching statistics in the context of making good business decisions. The authors show students how to recognize and understand each business question, use statistical tools to do the analysis, and how to communicate their results clearly and concisely. In addition to providing cases and real data to demonstrate real business situations, this text provides resources to support understanding and engagement. A successful problem-solving framework in the 4-M Examples (Motivation, Method, Mechanics, Message) model a clear outline for solving problems, new What Do You Think questions give students an opportunity to stop and check their understanding as they read, and new learning objectives guide students through each chapter and help them to review major goals. Software Hints provide instructions for using the most up-to-date technology packages. The Second Edition also includes expanded coverage and instruction of Excel® 2010. |
| an r companion to political analysis: News That Matters Shanto Iyengar, Donald R. Kinder, 2010-10-15 Almost twenty-five years ago, Shanto Iyengar and Donald R. Kinder first documented a series of sophisticated and innovative experiments that unobtrusively altered the order and emphasis of news stories in selected television broadcasts. Their resulting book News That Matters, now hailed as a classic by scholars of political science and public opinion alike, is here updated for the twenty-first century, with a new preface and epilogue by the authors. Backed by careful analysis of public opinion surveys, the authors show how, despite changing American politics, those issues that receive extended coverage in the national news become more important to viewers, while those that are ignored lose credibility. Moreover, those issues that are prominent in the news stream continue to loom more heavily as criteria for evaluating the president and for choosing between political candidates. “News That Matters does matter, because it demonstrates conclusively that television newscasts powerfully affect opinion. . . . All that follows, whether it supports, modifies, or challenges their conclusions, will have to begin here.”—The Public Interest |
| an r companion to political analysis: Your Statistical Consultant Rae R. Newton, Kjell Erik Rudestam, 2013 How do you bridge the gap between what you learned in your statistics course and the questions you want to answer in your real-world research? Oriented towards distinct questions in a How do I? or When should I? format, Your Statistical Consultant is the equivalent of the expert colleague down the hall who fields questions about describing, explaining, and making recommendations regarding thorny or confusing statistical issues. The book serves as a compendium of statistical knowledge, both theoretical and applied, that addresses the questions most frequently asked by students, researchers and instructors. Written to be responsive to a wide range of inquiries and levels of expertise, the book is flexibly organized so readers can either read it sequentially or turn directly to the sections that correspond to their concerns. |
| an r companion to political analysis: The Wiley Blackwell Companion to Political Geography John A. Agnew, Virginie Mamadouh, Anna Secor, Joanne Sharp, 2015-10-12 The Wiley Blackwell Companion to Political Geography aims to account for the intellectual and worldly developments that have taken place in and around political geography in the last 10 years. Bringing together established names in the field as well as new scholars, it highlights provocative theoretical and conceptual debates on political geography from a range of global perspectives. Discusses the latest developments and places increased emphasis on modes of thinking, contested key concepts, and on geopolitics, climate change and terrorism Explores the influence of the practice-based methods in geography and concepts including postcolonialism, feminist geographies, the notion of the Anthropocene, and new understandings of the role of non-human actors in networks of power Offers an accessible introduction to political geography for those in allied fields including political science, international relations, and sociology |
| an r companion to political analysis: The SAGE Handbook of Research Methods in Political Science and International Relations Luigi Curini, Robert Franzese, 2020-04-09 The SAGE Handbook of Research Methods in Political Science and International Relations offers a comprehensive overview of research processes in social science — from the ideation and design of research projects, through the construction of theoretical arguments, to conceptualization, measurement, & data collection, and quantitative & qualitative empirical analysis — exposited through 65 major new contributions from leading international methodologists. Each chapter surveys, builds upon, and extends the modern state of the art in its area. Following through its six-part organization, undergraduate and graduate students, researchers and practicing academics will be guided through the design, methods, and analysis of issues in Political Science and International Relations: Part One: Formulating Good Research Questions & Designing Good Research Projects Part Two: Methods of Theoretical Argumentation Part Three: Conceptualization & Measurement Part Four: Large-Scale Data Collection & Representation Methods Part Five: Quantitative-Empirical Methods Part Six: Qualitative & Mixed Methods |
| an r companion to political analysis: Interspecies Politics Rafi Youatt, 2020-02-25 Politics with the environment |
| an r companion to political analysis: Public Policy Michael E. Kraft, Scott R. Furlong, 2017-04-28 In Public Policy: Politics, Analysis, and Alternatives, students come to understand how and why policy analysis is used to assess policy alternatives. To encourage critical and creative thinking on issues ranging from the federal deficit to health care reform to climate change, authors Michael Kraft and Scott Furlong introduce and fully integrate an evaluative approach to policy. The Sixth Edition of Public Policy offers a fully revised, concise review of institutions, policy actors, and major theoretical models as well as a discussion of the nature of policy analysis and its practice. Both the exposition and data have been updated to reflect major policy controversies and developments through the end of 2016, including new priorities of the Donald Trump administration. |
| an r companion to political analysis: The Routledge Companion to the Work of John R. Rickford Renée Blake, Isabelle Buchstaller, 2019-09-17 This comprehensive collection is the first full book-length volume to bring together writing focused around and inspired by the work of John Rickford and his role in sociolinguistic research over the last four decades. Featuring contributions from more than 40 leading scholars in the field, the volume integrates both historical and current perspectives on key topics in Rickford’s body of work at the intersection of language and society, highlighting the influence of his work from diverse fields such as sociolinguistics, stylistics, creole studies, and language and education. The volume is organized around four sections, each representing one of the fundamental strands in Rickford’s scholarship over the course of his career, bookended by short vignettes that feature stories from the field to more broadly contextualize his intellectual legacy: • Language contact from a sociolinguistic and sociohistorical point of view • The political ramifications of linguistic heterogeneity • The stylistic implications of language variation and change • The educational implications of linguistic heterogeneity and social injustice Taken together, The Routledge Companion to the Work of John R. Rickford serves as a platform to showcase Rickford’s pioneering contributions to the field and, in turn, to socially reflective linguistic research more generally, making this key reading for students and researchers in sociolinguistics, creole studies, language and style, and language and education. |
| an r companion to political analysis: A Stata Companion to Political Analysis Philip H. Pollock, 2006-05-15 Tables and Figures ix Preface xiii Getting Started 1 Copying the Data Files to Floppy Disk or Other Portable Media 2 How to Handle the Datasets 2 Contents of the Datasets 4 Notes 4 Introduction to Stata 5 Commands Covered describe, codebook, set more off, search, help Changing General Preferences 5 Obtaining Information about a Dataset 6 Obtaining Information about Variables 9 Creating and Viewing a Log File 10 A Closer Look Obtaining Specific Variable Information with Define Notes 11 Printing Results 13 Getting Help 13 Exercises 17 Notes 17 Descriptive Statistics 19 Commands Covered tab1, summarize, sktest, histogram, Submit button Interpreting Measures of Central Tendency and Variation 19 Describing Nominal Variables 20 Describing Ordinal Variables 21 Describing Interval-level Variables 23 Obtaining Bar Charts and Histograms 27 Creating Bar Charts 27 Creating Histograms 32 A Closer Look The Submit Button and the OK Button: What's the Difference? 33 Exercises 35 Notes 40 Transforming Variables 43 Commands Covered recode, generate; generate, recode; xtile, nquantiles; generate; tabulate, generate; label variable; label define; label values; drop; aorder Transforming Categorical Variables 44 Transforming Interval-level Variables 46 A Closer Look The xtile Command 48 The label define and label values Commands 51 Creating an Additive Index 51 Creating Indicator Variables 53 Exercises 55 Notes 58 Making Comparisons 59 Commands Covered tabulate, column; tabulate, summarize; graph bar; format; replace Cross-tabulation Analysis 59 Mean Comparison Analysis 60 A Closer Look The format Command 62 Visualizing Relationships with Bar Charts 62 Graphing an Interval-level Dependent Variable 63 Graphing a Categorical Dependent Variable 67 A Closer Look The replace Command 70 Exercises 73 Notes 83 Making Controlled Comparisons 85 Commands Covered (prefix) bysort:, tabulate, col; tabulate, summarize; graph bar; if Cross-tabulation Analysis with a Control Variable 86 A Closer Look The if Qualifier 88 Bar Charts for Controlled Comparisons with a Categorical Dependent Variable 89 Mean Comparison Analysis with a Control Variable 91 Bar Charts for Controlled Comparisons with an Interval-level Dependent Variable 96 Exercises 98 Notes 105 Making Inferences about Sample Means 107 Commands Covered ttest; ttest, by; robvar, by Describing a Sample Mean 108 Testing the Difference between Two Sample Means 111 Exercises 116 Notes 118 Chi-square and Measures of Association 121 Commands Covered (tabulate option) chi2; (tabulate option) taub; (tabulate option) V; somersd; lambda; which; ssc install Installing lambda and somersd 122 Analyzing Ordinal-level Relationships 122 Analyzing Nominal-level Relationships 127 A Problem with Lambda 129 Exercises 130 Notes 136 Correlation and Linear Regression 137 Commands Covered correlate; regress; graph twoway (scatter); graph twoway (scatter)(lfit) The correlate Command and the regress Command 137 Creating a Scatterplot 139 A Closer Look R-squared and Adjusted R-squared: What's the Difference? 140 Exploring Multivariate Relationships with Regression 147 Exercises 150 Notes 156 Dummy Variables and Interaction Effects 159 Commands Covered xi: regress; char [omit]; test Regression with Dummy Variables A Closer Look The test Command 162 Interaction Effects in Multiple Regression 164 Graphing Linear Prediction Lines for Interaction Relationships 167 Exercises 173 Notes 178 Logistic Regression 181 Commands Covered logit; logistic; estimates store; Irtest, force; predict; adjust, by pr gen; quietly:; tabstat, by The logit Command and the logistic Command 182 Logistic Regression with Multiple Independent Variables 185 A Closer Look The estimates Command and the Irtest Command 187 Working with Predicted Probabilities: Models with One Independent Variable 188 Working with Predicted Probabilities: Models with Multiple Independent Variables 191 Exercises 196 Notes 201 Doing Your Own Political Analysis 203 Commands Covered insheet Five Doable Ideas 203 Political Knowledge 204 Economic Performance and Election Outcomes 204 State Courts and Criminal Procedure 204 Electoral Turnout in Comparative Perspective 205 Congress 205 Doing Research on the U.S. Senate 205 Finding Raw Data 206 How to Code Raw Data 206 A Closer Look The Stata Data Editor 208 Two Possible Coding Shortcuts 210 Importing Text Data 212 Writing It Up 215 The Research Question 215 Previous Research 216 Data, Hypotheses, and Analysis 216 Conclusions and Implications 216 Notes 217. |
| an r companion to political analysis: A Companion to the Anthropology of Politics David Nugent, Joan Vincent, 2008-04-15 This Companion offers an unprecedented overview of anthropology’s unique contribution to the study of politics. Explores the key concepts and issues of our time - from AIDS, globalization, displacement, and militarization, to identity politics and beyond Each chapter reflects on concepts and issues that have shaped the anthropology of politics and concludes with thoughts on and challenges for the way ahead Anthropology’s distinctive genre, ethnography, lies at the heart of this volume |
| an r companion to political analysis: A Companion to Ronald Reagan Andrew L. Johns, 2015-02-10 A Companion to Ronald Reagan evaluates in unprecedenteddetail the events, policies, politics, and people of Reagan’sadministration. It assesses the scope and influence of his variouscareers within the context of the times, providing wide-rangingcoverage of his administration, and his legacy. Assesses Reagan and his impact on the development of the UnitedStates based on new documentary evidence and engagementwith the most recent secondary literature Offers a mix of historiographic chapters devoted to foreign anddomestic policy, with topics integrated thematically andchronologically Includes a section on key figures associated politically andpersonally with Reagan |
| an r companion to political analysis: The R Book Michael J. Crawley, 2007-06-13 The high-level language of R is recognized as one of the mostpowerful and flexible statistical software environments, and israpidly becoming the standard setting for quantitative analysis,statistics and graphics. R provides free access to unrivalledcoverage and cutting-edge applications, enabling the user to applynumerous statistical methods ranging from simple regression to timeseries or multivariate analysis. Building on the success of the author’s bestsellingStatistics: An Introduction using R, The R Book ispacked with worked examples, providing an all inclusive guide to R,ideal for novice and more accomplished users alike. The bookassumes no background in statistics or computing and introduces theadvantages of the R environment, detailing its applications in awide range of disciplines. Provides the first comprehensive reference manual for the Rlanguage, including practical guidance and full coverage of thegraphics facilities. Introduces all the statistical models covered by R, beginningwith simple classical tests such as chi-square and t-test. Proceeds to examine more advance methods, from regression andanalysis of variance, through to generalized linear models,generalized mixed models, time series, spatial statistics,multivariate statistics and much more. The R Book is aimed at undergraduates, postgraduates andprofessionals in science, engineering and medicine. It is alsoideal for students and professionals in statistics, economics,geography and the social sciences. |
| an r companion to political analysis: The Qualitative Researcher's Companion Michael Huberman, Matthew B. Miles, 2002-03-19 This text provides a solid intellectual grounding in the area of qualitative research. It examines theoretical underpinnings, methodological perspectives and empirical approaches. |
| an r companion to political analysis: Handbook of Structural Equation Modeling Rick H. Hoyle, 2023-02-17 This accessible volume presents both the mechanics of structural equation modeling (SEM) and specific SEM strategies and applications. The editor, along with an international group of contributors, and editorial advisory board are leading methodologists who have organized the book to move from simpler material to more statistically complex modeling approaches. Sections cover the foundations of SEM; statistical underpinnings, from assumptions to model modifications; steps in implementation, from data preparation through writing the SEM report; and basic and advanced applications, including new and emerging topics in SEM. Each chapter provides conceptually oriented descriptions, fully explicated analyses, and engaging examples that reveal modeling possibilities for use with readers' data. Many of the chapters also include access to data and syntax files at the companion website, allowing readers to try their hands at reproducing the authors' results-- |
| an r companion to political analysis: Projecting Politics Elizabeth Haas, Terry Christensen, Peter J. Haas, 2015-04-10 The new edition of this influential work updates and expands the scope of the original, including more sustained analyses of individual films, from The Birth of a Nation to The Wolf of Wall Street. An interdisciplinary exploration of the relationship between American politics and popular films of all kinds—including comedy, science fiction, melodrama, and action-adventure—Projecting Politics offers original approaches to determining the political contours of films, and to connecting cinematic language to political messaging. A new chapter covering 2000 to 2013 updates the decade-by-decade look at the Washington-Hollywood nexus, with special areas of focus including the post-9/11 increase in political films, the rise of political war films, and films about the 2008 economic recession. The new edition also considers recent developments such as the Citizens United Supreme Court decision, the controversy sparked by the film Zero Dark Thirty, newer generation actor-activists, and the effects of shifting industrial financing structures on political content. A new chapter addresses the resurgence of the disaster-apocalyptic film genre with particular attention paid to its themes of political nostalgia and the turn to global settings and audiences. Updated and expanded chapters on nonfiction film and advocacy documentaries, the politics of race and African-American film, and women and gender in political films round out this expansive, timely new work. A companion website offers two additional appendices and further materials for those using the book in class. |
| an r companion to political analysis: The Book of R Tilman M. Davies, 2016-07-16 The Book of R is a comprehensive, beginner-friendly guide to R, the world’s most popular programming language for statistical analysis. Even if you have no programming experience and little more than a grounding in the basics of mathematics, you’ll find everything you need to begin using R effectively for statistical analysis. You’ll start with the basics, like how to handle data and write simple programs, before moving on to more advanced topics, like producing statistical summaries of your data and performing statistical tests and modeling. You’ll even learn how to create impressive data visualizations with R’s basic graphics tools and contributed packages, like ggplot2 and ggvis, as well as interactive 3D visualizations using the rgl package. Dozens of hands-on exercises (with downloadable solutions) take you from theory to practice, as you learn: –The fundamentals of programming in R, including how to write data frames, create functions, and use variables, statements, and loops –Statistical concepts like exploratory data analysis, probabilities, hypothesis tests, and regression modeling, and how to execute them in R –How to access R’s thousands of functions, libraries, and data sets –How to draw valid and useful conclusions from your data –How to create publication-quality graphics of your results Combining detailed explanations with real-world examples and exercises, this book will provide you with a solid understanding of both statistics and the depth of R’s functionality. Make The Book of R your doorway into the growing world of data analysis. |
| an r companion to political analysis: An R Companion to Applied Regression John Fox, Sanford Weisberg, 2011 This book aims to provide a broad introduction to the R statistical environment in the context of applied regression analysis, which is typically studied by social scientists and others in a second course in applied statistics. |
| an r companion to political analysis: Understanding Political Science Statistics Peter Galderisi, 2015-03-12 In politics, you begin by asking theoretically interesting questions. Sometimes statistics can help answer those questions. When it comes to applied statistics, students shouldn’t just learn a vast array of formula—they need to learn the basic concepts of statistics as solutions to particular problems. Peter Galderisi demonstrates that statistics are a summary of how to answer the problem: learn the math but only after learning the concepts and methodological considerations that give it context. With this as a starting point, Understanding Political Science Statistics asks students to consider how to address a research problem conceptually before being led to the appropriate formula. Throughout, Galderisi looks at problems through a lens of observations and expectations, which can be applied to myriad statistical techniques, both descriptive and inferential. This approach links the answers researchers get from their individual data analysis to the research designs and questions from which these analyses are derived. By emphasizing the underlying logic of statistical analysis for greater understanding and drawing on applications and examples from political science (including law), the book illustrates how students can apply statistical concepts and techniques in their own research, in future coursework, and simply as an informed consumer of numbers in public discourse. The following features help students master the material: Legal and Methodological sidebars highlight key concepts and provide applied examples on law, politics, and methodology; End-of-chapter exercises allow students to test their mastery of the basic concepts and techniques along the way; A Sample Solutions Guide provides worked-out answers for odd-numbered exercises, with all answers available in the Instructor’s Manual; Key Terms are helpfully called out in both Marginal Definitions and a Glossary; A Companion Website (www.routledge.com/cw/galderisi) with further resources for both students and instructors; A diverse array of data sets include subsets of the ANES and Eurobarometer surveys; CCES; US Congressional district data; and a cross-national dataset with political, economic, and demographic variables; and Companion guides to SPSS and Stata walk students through the procedures for analysis and provide exercises that go hand-in-hand with online data sets. |
| an r companion to political analysis: The Routledge Handbook of Language and Politics Ruth Wodak, Bernhard Forchtner, 2017-08-23 The Routledge Handbook of Language and Politics provides a comprehensive overview of this important and dynamic area of study and research. Language is indispensable to initiating, justifying, legitimatising and coordinating action as well as negotiating conflict and, as such, is intrinsically linked to the area of politics. With 45 chapters written by leading scholars from around the world, this Handbook covers the following key areas: Overviews of the most influential theoretical approaches, including Bourdieu, Foucault, Habermas and Marx; Methodological approaches to language and politics, covering – among others – content analysis, conversation analysis, multimodal analysis and narrative analysis; Genres of political action from speech-making and policy to national anthems and billboards; Cutting-edge case studies about hot-topic socio-political phenomena, such as ageing, social class, gendered politics and populism. The Routledge Handbook of Language and Politics is a vibrant survey of this key field and is essential reading for advanced students and researchers studying language and politics. |
| an r companion to political analysis: An Introduction to Applied Multivariate Analysis with R Brian Everitt, Torsten Hothorn, 2011-04-23 The majority of data sets collected by researchers in all disciplines are multivariate, meaning that several measurements, observations, or recordings are taken on each of the units in the data set. These units might be human subjects, archaeological artifacts, countries, or a vast variety of other things. In a few cases, it may be sensible to isolate each variable and study it separately, but in most instances all the variables need to be examined simultaneously in order to fully grasp the structure and key features of the data. For this purpose, one or another method of multivariate analysis might be helpful, and it is with such methods that this book is largely concerned. Multivariate analysis includes methods both for describing and exploring such data and for making formal inferences about them. The aim of all the techniques is, in general sense, to display or extract the signal in the data in the presence of noise and to find out what the data show us in the midst of their apparent chaos. An Introduction to Applied Multivariate Analysis with R explores the correct application of these methods so as to extract as much information as possible from the data at hand, particularly as some type of graphical representation, via the R software. Throughout the book, the authors give many examples of R code used to apply the multivariate techniques to multivariate data. |
| an r companion to political analysis: A Stata® Companion to Political Analysis Philip H. Pollock III, 2015-01-21 With Philip Pollock's Third Edition of A Stata Companion to Political Analysis, students quickly learn Stata via step-by-step instruction, more than 50 exercises, customized datasets, annotated screen shots, boxes that highlight Stata's special capabilities, and guidance on using Stata to read raw data. This attractive and value-priced workbook, an ideal complement to Pollock’s Essentials of Political Analysis, is a must-have for any political science student working with Stata. |
| an r companion to political analysis: A Stata® Companion to Political Analysis Philip H. Pollock III, Barry C. Edwards, 2023-07-06 The Fifth Edition of A Stata® Companion to Political Analysis by Philip H. Pollock III and Barry C. Edwards teaches your students to conduct political research with Stata, one of the most popular statistical software packages. This workbook offers the same easy-to-use and effective style as the other companions to the Essentials of Political Analysis, to work with Stata versions 12 through 17. 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 many annotated screen shots, as well as QR codes linking to demonstration videos, supplement the clear explanations and instructions. End-of-chapter exercises allow students to ample space to practice their skills. The Fifth 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 15-chapter structure helps break up individual elements of political analysis for deeper explanation while updated screenshots reflect the latest platform. |
| an r companion to political analysis: The Elgar Companion to Public Choice William F. Shughart, Laura Razzolini, 2003-01-01 '. . . this compendium offers a solid introduction into an economic field that is gaining in influence.' – Detmar Doering, Frankfurter Allgemeine Zeitung 'The first essay in this volume, Public Choice at the Millennium, by the two editors, sets a high standard for all the essays to follow. . . The essay takes us through the early history of public choice research in a particularly lucid fashion. . . This first article is destined to be a must-read on many reading lists on both graduate and undergraduate courses in political economy. . . . the volume is likely to become a much-used reference tool. . . . for those researchers interested in a comprehensive discussion of the far-reaching literature in this area, and want some provocation in the mix, this is clearly the right choice.' – Sharon M. Oster, Public Choice 'Many of the chapters of this handbook will be an indispensable addition to any course reading list in public choice, or public economics. They serve as an excellent complement, integrating diverse lines of thoughts, to the core scholarly writings in the field. The essays are well-written and succeed, admirably, in accomplishing what a handbook must, making difficult and disparate material quite comprehensible to someone who wishes to become acquainted with the area.' – Harold M. Hochman, Lafayette College, US 'This is an extremely valuable insiders' account of what public choice is about. Presented in thirty well-reasoned and documented chapters, the book is a treasure trove for every political economist.' – Jürgen G. Backhaus, Maastricht University, The Netherlands This authoritative and encyclopaedic reference work provides a thorough account of the public choice approach to economics and politics. The Companion breaks new ground by joining together the most important issues in the field in a single comprehensive volume. It contains state-of-the-art discussions of both old and contemporary problems, including new work by the founding fathers as well as contributions by a new generation of younger scholars. The book reviews the literature of public choice, highlighting the common ground between all rational choice approaches to politics. It demonstrates the important impact of public choice on economics, political science, philosophy and sociology. It will be an indispensable source of reference for many years to the ideas, analytical methods and empirical research in the field. The Companion will serve as the standard reference work for all those engaged in the field of public choice and will be essential reading for politicians and policymakers, scholars in political science, public and social choice, as well as graduate students in economics, political science and public administration. |
| an r companion to political analysis: Applied Regression Analysis and Generalized Linear Models John Fox, 2015-03-18 Combining a modern, data-analytic perspective with a focus on applications in the social sciences, the Third Edition of Applied Regression Analysis and Generalized Linear Models provides in-depth coverage of regression analysis, generalized linear models, and closely related methods, such as bootstrapping and missing data. Updated throughout, this Third Edition includes new chapters on mixed-effects models for hierarchical and longitudinal data. Although the text is largely accessible to readers with a modest background in statistics and mathematics, author John Fox also presents more advanced material in optional sections and chapters throughout the book. Accompanying website resources containing all answers to the end-of-chapter exercises. Answers to odd-numbered questions, as well as datasets and other student resources are available on the author′s website. NEW! Bonus chapter on Bayesian Estimation of Regression Models also available at the author′s website. |
| an r companion to political analysis: The Elgar Companion to Post-Conflict Transition Hans-Joachim Giessmann, Roger Mac Ginty, Beatrix Austin, Christine Seifert, 2018-08-31 What are the main drivers of political transition and regime change? And to what extent do these apparently seismic political changes result in real change? These questions are the focus of this comparative study written by a mix of scholars and practitioners. This state-of-the-art volume identifies patterns in political transitions, but is largely unconvinced that these transitions bring about real change to the underlying structures of society. Patriarchy, land tenure, and economic systems often remain immune to change, despite the headlines. |
| an r companion to political analysis: A Companion to Ancient Greek Government Hans Beck, 2013-01-22 This comprehensive volume details the variety of constitutions and types of governing bodies in the ancient Greek world. A collection of original scholarship on ancient Greek governing structures and institutions Explores the multiple manifestations of state action throughout the Greek world Discusses the evolution of government from the Archaic Age to the Hellenistic period, ancient typologies of government, its various branches, principles and procedures and realms of governance Creates a unique synthesis on the spatial and memorial connotations of government by combining the latest institutional research with more recent trends in cultural scholarship |
| an r companion to political analysis: An IBM SPSS® Companion to Political Analysis Philip H. Pollock III, 2011-07-22 In Philip H. Pollock's An IBM SPSS® Companion to Political Analysis, students dive headfirst into actual political data and work with a software tool that prepares them for future political science research. Students learn by doing with fresh guided examples, new annotated screenshots, step-by-step instructions, and exercises that reflect current scholarly debates in American political behavior and comparative politics. Compatible with all releases of SPSS (12.0 and later), the all-new Fifth Edition includes 53 new or revised exercises. Two new datasets (NES 2012 and GSS 2012) and two revised datasets (on the 50 states and on 167 countries of the world) feature an expanded number of variables to provide greater latitude for performing original analysis. |
| an r companion to political analysis: Applied Spatial Data Analysis with R Roger S. Bivand, Edzer Pebesma, Virgilio Gómez-Rubio, 2013-06-21 Applied Spatial Data Analysis with R, second edition, is divided into two basic parts, the first presenting R packages, functions, classes and methods for handling spatial data. This part is of interest to users who need to access and visualise spatial data. Data import and export for many file formats for spatial data are covered in detail, as is the interface between R and the open source GRASS GIS and the handling of spatio-temporal data. The second part showcases more specialised kinds of spatial data analysis, including spatial point pattern analysis, interpolation and geostatistics, areal data analysis and disease mapping. The coverage of methods of spatial data analysis ranges from standard techniques to new developments, and the examples used are largely taken from the spatial statistics literature. All the examples can be run using R contributed packages available from the CRAN website, with code and additional data sets from the book's own website. Compared to the first edition, the second edition covers the more systematic approach towards handling spatial data in R, as well as a number of important and widely used CRAN packages that have appeared since the first edition. This book will be of interest to researchers who intend to use R to handle, visualise, and analyse spatial data. It will also be of interest to spatial data analysts who do not use R, but who are interested in practical aspects of implementing software for spatial data analysis. It is a suitable companion book for introductory spatial statistics courses and for applied methods courses in a wide range of subjects using spatial data, including human and physical geography, geographical information science and geoinformatics, the environmental sciences, ecology, public health and disease control, economics, public administration and political science. The book has a website where complete code examples, data sets, and other support material may be found: http://www.asdar-book.org. The authors have taken part in writing and maintaining software for spatial data handling and analysis with R in concert since 2003. |
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