R for Political Data Science

R for Political Data Science
Author :
Publisher : CRC Press
Total Pages : 473
Release :
ISBN-10 : 9781000204513
ISBN-13 : 1000204510
Rating : 4/5 (13 Downloads)

Book Synopsis R for Political Data Science by : Francisco Urdinez

Download or read book R for Political Data Science written by Francisco Urdinez and published by CRC Press. This book was released on 2020-11-18 with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


R for Political Data Science Related Books

R for Political Data Science
Language: en
Pages: 473
Authors: Francisco Urdinez
Categories: Political Science
Type: BOOK - Published: 2020-11-18 - Publisher: CRC Press

DOWNLOAD EBOOK

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 a
R for Political Data Science
Language: en
Pages: 440
Authors: Francisco Urdinez
Categories: Political Science
Type: BOOK - Published: 2020-11-17 - Publisher: CRC Press

DOWNLOAD EBOOK

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 a
Political Analysis Using R
Language: en
Pages: 248
Authors: James E. Monogan III
Categories: Social Science
Type: BOOK - Published: 2015-12-14 - Publisher: Springer

DOWNLOAD EBOOK

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 addit
Introduction to Data Science for Social and Policy Research
Language: en
Pages: 317
Authors: Jose Manuel Magallanes Reyes
Categories: Computers
Type: BOOK - Published: 2017-09-21 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

This comprehensive guide provides a step-by-step approach to data collection, cleaning, formatting, and storage, using Python and R.
Data Analysis for Politics and Policy
Language: en
Pages: 196
Authors: Edward R. Tufte
Categories: Political Science
Type: BOOK - Published: 1974 - Publisher: Prentice Hall

DOWNLOAD EBOOK

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