Political Analysis Using R

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Author: James E. Monogan III

Publisher: Springer

ISBN: 3319234463

Category: Social Science

Page: 242

View: 5210

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.

Applied Survival Analysis Using R

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Author: Dirk F. Moore

Publisher: Springer

ISBN: 3319312456

Category: Medical

Page: 226

View: 810

Applied Survival Analysis Using R covers the main principles of survival analysis, gives examples of how it is applied, and teaches how to put those principles to use to analyze data using R as a vehicle. Survival data, where the primary outcome is time to a specific event, arise in many areas of biomedical research, including clinical trials, epidemiological studies, and studies of animals. Many survival methods are extensions of techniques used in linear regression and categorical data, while other aspects of this field are unique to survival data. This text employs numerous actual examples to illustrate survival curve estimation, comparison of survivals of different groups, proper accounting for censoring and truncation, model variable selection, and residual analysis. Because explaining survival analysis requires more advanced mathematics than many other statistical topics, this book is organized with basic concepts and most frequently used procedures covered in earlier chapters, with more advanced topics near the end and in the appendices. A background in basic linear regression and categorical data analysis, as well as a basic knowledge of calculus and the R system, will help the reader to fully appreciate the information presented. Examples are simple and straightforward while still illustrating key points, shedding light on the application of survival analysis in a way that is useful for graduate students, researchers, and practitioners in biostatistics.

An R Companion to Political Analysis

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Author: Philip H. Pollock III,Barry C. Edwards

Publisher: CQ Press

ISBN: 1506368832

Category: Political Science

Page: 248

View: 5264

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.

Heart Rate Variability Analysis with the R package RHRV

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Author: Constantino Antonio García Martínez,Abraham Otero Quintana,Xosé A. Vila,María José Lado Touriño,Leandro Rodríguez-Liñares,Jesús María Rodríguez Presedo,Arturo José Méndez Penín

Publisher: Springer

ISBN: 3319653555

Category: Medical

Page: 157

View: 374

This book introduces readers to the basic concepts of Heart Rate Variability (HRV) and its most important analysis algorithms using a hands-on approach based on the open-source RHRV software. HRV refers to the variation over time of the intervals between consecutive heartbeats. Despite its apparent simplicity, HRV is one of the most important markers of the autonomic nervous system activity and it has been recognized as a useful predictor of several pathologies. The book discusses all the basic HRV topics, including the physiological contributions to HRV, clinical applications, HRV data acquisition, HRV data manipulation and HRV analysis using time-domain, frequency-domain, time-frequency, nonlinear and fractal techniques. Detailed examples based on real data sets are provided throughout the book to illustrate the algorithms and discuss the physiological implications of the results. Offering a comprehensive guide to analyzing beat information with RHRV, the book is intended for masters and Ph.D. students in various disciplines such as biomedical engineering, human and veterinary medicine, biology, and pharmacy, as well as researchers conducting heart rate variability analyses on both human and animal data.

A Stata® Companion to Political Analysis

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Author: Philip H. Pollock III

Publisher: CQ Press

ISBN: 1483370631

Category: Political Science

Page: 216

View: 5809

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.

Political Analysis

An Annual Publication of the Methodology Section of the American Political Science Association

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Author: Walter R. Mebane

Publisher: University of Michigan Press

ISBN: 9780472110742

Category: Political Science

Page: 218

View: 2049

Discusses some of the latest developments in political methodology

An SPSS Companion to Political Analysis, 4th Edition

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Author: Philip H Pollock III

Publisher: CQ Press

ISBN: 1608716872

Category: Political Science

Page: 268

View: 9560

In this much-anticipated revision of the popular SPSS workbook, 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 guided examples, more than 120 screenshots, and step-bystep instructions. Compatible with all releases of SPSS (12.0 through 19.0, as well as the student version), the new Fourth Edition includes brand-new or completely revised exercises. Two new data sets (2008 NES and 2008 GSS) and two revised data sets (on the 50 states and on 191 countries of the world) feature an expanded number of variables to provide greater latitude for performing original analysis.

Political Analysis

An Annual Publication of the Methodology Section of the American Political Science Association

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Author: John R. Freeman

Publisher: University of Michigan Press

ISBN: 9780472106356

Category: Political Science

Page: 250

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A new volume in the annual that addresses all areas of political methodology

Elementary political analysis

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Author: Herbert Jacob,Robert Weissberg

Publisher: McGraw-Hill Companies

ISBN: N.A

Category: Political Science

Page: 312

View: 7384

Advances in Social Science Research Using R

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Author: Hrishikesh D. Vinod

Publisher: Springer Science & Business Media

ISBN: 1441917640

Category: Business & Economics

Page: 205

View: 4755

Quantitative social science research has been expanding due to the ava- ability of computers and data over the past few decades. Yet the textbooks and supplements for researchers do not adequately highlight the revolution created by the R software [2] and graphics system. R is fast becoming the l- gua franca of quantitative research with some 2000 free specialized packages, where the latest versions can be downloaded in seconds. Many packages such as “car” [1] developed by social scientists are popular among all scientists. An early 2009 article [3] in the New York Times notes that statisticians, engineers and scientists without computer programming skills ?nd R “easy to use.” A common language R can readily promote deeper mutual respect and understanding of unique problems facing quantitative work in various social sciences. Often the solutions developed in one ?eld can be extended and used in many ?elds. This book promotes just such exchange of ideas across many social sciences. Since Springer has played a leadership role in promoting R, we are fortunate to have Springer publish this book. A Conference on Quantitative Social Science Research Using R was held in New York City at the Lincoln Center campus of Fordham University, June 18–19, 2009. This book contains selected papers presented at the conference, representing the “Proceedings” of the conference.