Political Analysis Using R

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Political Analysis Using R

James E. Monogan III
Political Analysis Using R Book PDF

Author : James E. Monogan III
Publisher : Springer
Page : 242 pages
File Size : 54,8 Mb
Release : 2015-12-14
Category : Social Science
ISBN : 9783319234465

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Political Analysis Using R by James E. Monogan III Pdf

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

Philip H. Pollock III,Barry C. Edwards
An R Companion to Political Analysis Book PDF

Author : Philip H. Pollock III,Barry C. Edwards
Publisher : CQ Press
Page : 249 pages
File Size : 54,5 Mb
Release : 2017-03-31
Category : Political Science
ISBN : 9781506368856

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An R Companion to Political Analysis by Philip H. Pollock III,Barry C. Edwards Pdf

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.

R for Political Data Science

Francisco Urdinez,Andres Cruz
R for Political Data Science Book PDF

Author : Francisco Urdinez,Andres Cruz
Publisher : CRC Press
Page : 469 pages
File Size : 50,6 Mb
Release : 2020-11-18
Category : Political Science
ISBN : 9781000204513

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R for Political Data Science by Francisco Urdinez,Andres Cruz Pdf

R for Political Data Science: A Practical Guide is a handbook for political scientists new to R who want to learn the most useful and common ways to interpret and analyze political data. It was written by political scientists, thinking about the many real-world problems faced in their work. The book has 16 chapters and is organized in three sections. The first, on the use of R, is for those users who are learning R or are migrating from another software. The second section, on econometric models, covers OLS, binary and survival models, panel data, and causal inference. The third section is a data science toolbox of some the most useful tools in the discipline: data imputation, fuzzy merge of large datasets, web mining, quantitative text analysis, network analysis, mapping, spatial cluster analysis, and principal component analysis. Key features: Each chapter has the most up-to-date and simple option available for each task, assuming minimal prerequisites and no previous experience in R Makes extensive use of the Tidyverse, the group of packages that has revolutionized the use of R Provides a step-by-step guide that you can replicate using your own data Includes exercises in every chapter for course use or self-study Focuses on practical-based approaches to statistical inference rather than mathematical formulae Supplemented by an R package, including all data As the title suggests, this book is highly applied in nature, and is designed as a toolbox for the reader. It can be used in methods and data science courses, at both the undergraduate and graduate levels. It will be equally useful for a university student pursuing a PhD, political consultants, or a public official, all of whom need to transform their datasets into substantive and easily interpretable conclusions.

The Essentials of Political Analysis

Philip H. Pollock III,Barry C. Edwards
The Essentials of Political Analysis Book PDF

Author : Philip H. Pollock III,Barry C. Edwards
Publisher : CQ Press
Page : 309 pages
File Size : 43,9 Mb
Release : 2019-07-18
Category : Political Science
ISBN : 9781506379586

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The Essentials of Political Analysis by Philip H. Pollock III,Barry C. Edwards Pdf

"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.

R for Political Data Science

Francisco Urdinez,Andres Cruz
R for Political Data Science Book PDF

Author : Francisco Urdinez,Andres Cruz
Publisher : CRC Press
Page : 440 pages
File Size : 55,9 Mb
Release : 2020-11-17
Category : Political Science
ISBN : 9781000204476

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R for Political Data Science by Francisco Urdinez,Andres Cruz Pdf

R for Political Data Science: A Practical Guide is a handbook for political scientists new to R who want to learn the most useful and common ways to interpret and analyze political data. It was written by political scientists, thinking about the many real-world problems faced in their work. The book has 16 chapters and is organized in three sections. The first, on the use of R, is for those users who are learning R or are migrating from another software. The second section, on econometric models, covers OLS, binary and survival models, panel data, and causal inference. The third section is a data science toolbox of some the most useful tools in the discipline: data imputation, fuzzy merge of large datasets, web mining, quantitative text analysis, network analysis, mapping, spatial cluster analysis, and principal component analysis. Key features: Each chapter has the most up-to-date and simple option available for each task, assuming minimal prerequisites and no previous experience in R Makes extensive use of the Tidyverse, the group of packages that has revolutionized the use of R Provides a step-by-step guide that you can replicate using your own data Includes exercises in every chapter for course use or self-study Focuses on practical-based approaches to statistical inference rather than mathematical formulae Supplemented by an R package, including all data As the title suggests, this book is highly applied in nature, and is designed as a toolbox for the reader. It can be used in methods and data science courses, at both the undergraduate and graduate levels. It will be equally useful for a university student pursuing a PhD, political consultants, or a public official, all of whom need to transform their datasets into substantive and easily interpretable conclusions.

Data Analysis for Politics and Policy

Edward R. Tufte
Data Analysis for Politics and Policy Book PDF

Author : Edward R. Tufte
Publisher : Prentice Hall
Page : 200 pages
File Size : 45,9 Mb
Release : 1974
Category : Political Science
ISBN : STANFORD:36105036813843

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Data Analysis for Politics and Policy by Edward R. Tufte Pdf

Introduction to data analysis; Predictions and projections: some issues of research design; Two-variable linear regression; Multiple regression.

An R Companion to Political Analysis

Philip H. Pollock III,Barry C. Edwards
An R Companion to Political Analysis Book PDF

Author : Philip H. Pollock III,Barry C. Edwards
Publisher : CQ Press
Page : 383 pages
File Size : 55,8 Mb
Release : 2022-07-29
Category : Political Science
ISBN : 9781071862421

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An R Companion to Political Analysis by Philip H. Pollock III,Barry C. Edwards Pdf

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.

Statistics for Political Analysis

Theresa Marchant-Shapiro
Statistics for Political Analysis Book PDF

Author : Theresa Marchant-Shapiro
Publisher : CQ Press
Page : 384 pages
File Size : 46,8 Mb
Release : 2014-01-15
Category : Political Science
ISBN : 9781483323688

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Statistics for Political Analysis by Theresa Marchant-Shapiro Pdf

Statistics are just as vital to understanding political science as the study of institutions, but getting students to understand them when teaching a methods course can be a big challenge. Statistics for Political Analysis makes understanding the numbers easy. The only introduction to statistics book written specifically for political science undergraduates, this book explains each statistical concept in plain language—from basic univariate statistics and the basic measures of association to bivariate and multivariate regression—and uses real world political examples. Students learn the relevance of statistics to political science, how to understand and calculate statistics mathematically, and how to obtain them using SPSS. All calculations are modeled step-by-step, giving students needed practice to master the process without making it intimidating. Each chapter concludes with exercises that get students actively applying the steps and building their professional skills through data calculation, analysis, and memo writing.

Text as Data

Justin Grimmer,Margaret E. Roberts,Brandon M. Stewart
Text as Data Book PDF

Author : Justin Grimmer,Margaret E. Roberts,Brandon M. Stewart
Publisher : Princeton University Press
Page : 360 pages
File Size : 47,7 Mb
Release : 2022-03-29
Category : Computers
ISBN : 9780691207551

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Text as Data by Justin Grimmer,Margaret E. Roberts,Brandon M. Stewart Pdf

A guide for using computational text analysis to learn about the social world From social media posts and text messages to digital government documents and archives, researchers are bombarded with a deluge of text reflecting the social world. This textual data gives unprecedented insights into fundamental questions in the social sciences, humanities, and industry. Meanwhile new machine learning tools are rapidly transforming the way science and business are conducted. Text as Data shows how to combine new sources of data, machine learning tools, and social science research design to develop and evaluate new insights. Text as Data is organized around the core tasks in research projects using text—representation, discovery, measurement, prediction, and causal inference. The authors offer a sequential, iterative, and inductive approach to research design. Each research task is presented complete with real-world applications, example methods, and a distinct style of task-focused research. Bridging many divides—computer science and social science, the qualitative and the quantitative, and industry and academia—Text as Data is an ideal resource for anyone wanting to analyze large collections of text in an era when data is abundant and computation is cheap, but the enduring challenges of social science remain. Overview of how to use text as data Research design for a world of data deluge Examples from across the social sciences and industry

An R Companion to Political Analysis

Philip H. Pollock III
An R Companion to Political Analysis Book PDF

Author : Philip H. Pollock III
Publisher : CQ Press
Page : 0 pages
File Size : 50,5 Mb
Release : 2013-11-04
Category : Electronic
ISBN : 1452287317

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An R Companion to Political Analysis by Philip H. Pollock III Pdf

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.

The Fundamentals of Political Science Research

Paul M. Kellstedt,Guy D. Whitten
The Fundamentals of Political Science Research Book PDF

Author : Paul M. Kellstedt,Guy D. Whitten
Publisher : Cambridge University Press
Page : 293 pages
File Size : 46,7 Mb
Release : 2009
Category : Political Science
ISBN : 9780521875172

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The Fundamentals of Political Science Research by Paul M. Kellstedt,Guy D. Whitten Pdf

This textbook introduces the scientific study of politics, supplying students with the basic tools to be critical consumers and producers of scholarly research.

Experimental Foundations of Political Science

Donald R. Kinder,Thomas R. Palfrey
Experimental Foundations of Political Science Book PDF

Author : Donald R. Kinder,Thomas R. Palfrey
Publisher : University of Michigan Press
Page : 516 pages
File Size : 42,6 Mb
Release : 1993
Category : Political Science
ISBN : 0472081810

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Experimental Foundations of Political Science by Donald R. Kinder,Thomas R. Palfrey Pdf

Shows the range and power of experimental methods in political science

Empirical Political Analysis

Craig Leonard Brians
Empirical Political Analysis Book PDF

Author : Craig Leonard Brians
Publisher : Routledge
Page : 445 pages
File Size : 40,5 Mb
Release : 2016-05-23
Category : Education
ISBN : 9781315510200

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Empirical Political Analysis by Craig Leonard Brians Pdf

Empirical Political Analysis introduces students to the full range of qualitative and quantitative methods used in political science research. Organized around all of the stages of the research process, this comprehensive text surveys designing experiments, conducting research, evaluating results, and presenting findings. With exercises in the text and in a companion lab manual, Empirical Political Analysis gives students applied insights on the scopes and methods of political science research. Features: Offers comprehensive coverage of quantitative and qualitative research methods in political science, a hallmark since it first published over 25 years ago. Covers the research process from start to finish—hypothesis formation, literature review, research design, data gathering, data analysis, and research report writing. Includes in-depth examples of political science research to give discipline-specific instruction on political analysis. Features a “Practical Research Ethics” box in every chapter to make students aware of common ethical dilemmas and potential solutions to them. Written by political scientists who actively publish in subfields ranging from comparative politics to environmental policy to political communications to voting behavior. Includes learning goals, key terms, and research examples to help students engage and explore the most important concepts.

The Oxford Handbook of Contextual Political Analysis

Robert E. Goodin,Charles Tilly
The Oxford Handbook of Contextual Political Analysis Book PDF

Author : Robert E. Goodin,Charles Tilly
Publisher : OUP Oxford
Page : 882 pages
File Size : 52,9 Mb
Release : 2008-06-20
Category : Political Science
ISBN : 9780191563379

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The Oxford Handbook of Contextual Political Analysis by Robert E. Goodin,Charles Tilly Pdf

The Oxford Handbooks of Political Science is a ten-volume set of reference books offering authoritative and engaging critical overviews of the state of political science. Each volume focuses on a particular part of the discipline, with volumes on Public Policy, Political Theory, Political Economy, Contextual Political Analysis, Comparative Politics, International Relations, Law and Politics, Political Behavior, Political Institutions, and Political Methodology. The project as a whole is under the General Editorship of Robert E. Goodin, with each volume being edited by a distinguished international group of specialists in their respective fields. The books set out not just to report on the discipline, but to shape it. The series will be an indispensable point of reference for anyone working in political science and adjacent disciplines. The Oxford Handbook of Contextual Political Analysis sets out to synthesize and critique for the first time those approaches to political science that offer a more fine-grained qualitative analysis of the political world. The work in the volume has a common aim in being sensitive to the thoughts of contextual nuances that disappear from large-scale quantitative modelling or explanations based on abstract, general, universal laws of human behavior. It shows that 'context matters' in a great many ways: philosophical context matters; psychological context matters; cultural and historical contexts matter; place, population, and technology all matter. By showcasing scholars who specialize in the analysis of all these contexts side-by-side, the Oxford Handbook of Contextual Political Analysis shows how political scientists can take those crucial contextual factors systematically into account.

An R Companion for the Third Edition of The Fundamentals of Political Science Research

Paul M. Kellstedt,Guy D. Whitten
An R Companion for the Third Edition of The Fundamentals of Political Science Research Book PDF

Author : Paul M. Kellstedt,Guy D. Whitten
Publisher : Cambridge University Press
Page : 125 pages
File Size : 51,9 Mb
Release : 2021-05-31
Category : Social Science
ISBN : 1108446035

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An R Companion for the Third Edition of The Fundamentals of Political Science Research by Paul M. Kellstedt,Guy D. Whitten Pdf

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.