{"product_id":"r-for-political-data-science-a-practical-guide-paperback","title":"R for Political Data Science: A Practical Guide - Paperback","description":"\u003cp\u003eby \u003cb\u003eFrancisco Urdinez\u003c\/b\u003e (Author), \u003cb\u003eAndres Cruz\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eR for Political Data Science: A Practical Guide\u003c\/strong\u003e 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.\u003c\/p\u003e\u003cp\u003eKey features: \u003c\/p\u003e\u003cul\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eEach chapter has the most up-to-date and simple option available for each task, assuming minimal prerequisites and no previous experience in R\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eMakes extensive use of the Tidyverse, the group of packages that has revolutionized the use of R\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eProvides a step-by-step guide that you can replicate using your own data\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eIncludes exercises in every chapter for course use or self-study\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eFocuses on practical-based approaches to statistical inference rather than mathematical formulae\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eSupplemented by an R package, including all data\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eAs 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.\u003c\/p\u003e\u003ch3\u003eAuthor Biography\u003c\/h3\u003e\u003cp\u003eThis book is edited by Francisco Urdinez, Assistant Professor at the Institute of Political Science of the Pontifical Catholic University of Chile, and Andrés Cruz, Adjunct Instructor at the same institution. Most of the authors who contributed with chapters to this volume are political scientists affiliated to the Institute of Political Science of the Pontifical Catholic University of Chile, and many are researchers and collaborators of the Millennium Data Foundation Institute, an institution that aims at gathering, cleaning and analyzing public data to support public policy. Andrew Heiss is affiliated to Georgia State University Andrew Young School of Policy Studies and he joined this project contributing with a chapter on causal inference. Above all, all the authors are keen users of R.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 460\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.93 x 10 x 7 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eIllustrated:\u003c\/strong\u003e Yes\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e May 30, 2022\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":47409460576434,"sku":"9780367818838","price":111.76,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0770\/3891\/1666\/files\/c3fa8e3975cf23c7406b3ec2d1375072.webp?v=1778266007","url":"https:\/\/box.dadyminds.org\/products\/r-for-political-data-science-a-practical-guide-paperback","provider":"DADYMINDS BOX","version":"1.0","type":"link"}