LEADER 04881nam 22007455 450 001 9910300247203321 005 20220623162312.0 010 $a3-319-23446-3 024 7 $a10.1007/978-3-319-23446-5 035 $a(CKB)3710000000541899 035 $a(SSID)ssj0001599561 035 $a(PQKBManifestationID)16306004 035 $a(PQKBTitleCode)TC0001599561 035 $a(PQKBWorkID)14892249 035 $a(PQKB)10482389 035 $a(DE-He213)978-3-319-23446-5 035 $a(MiAaPQ)EBC6312367 035 $a(MiAaPQ)EBC5578628 035 $a(Au-PeEL)EBL5578628 035 $a(OCoLC)933609183 035 $a(PPN)190885920 035 $a(EXLCZ)993710000000541899 100 $a20151214d2015 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aPolitical Analysis Using R$b[electronic resource] /$fby James E. Monogan III 205 $a1st ed. 2015. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2015. 215 $a1 online resource (XIII, 242 p. 38 illus., 19 illus. in color.) 225 1 $aUse R!,$x2197-5736 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-319-23445-5 327 $aObtaining R and Downloading Packages -- Loading and Manipulating Data -- Visualizing Data -- Descriptive Statistics -- Basic Inferences -- Linear Models and Regression -- Diagnostics -- Generalized Linear Models -- Using Libraries to Apply Advanced Models -- Time Series Analysis -- Linear Algebra with Programming Applications -- Additional Programming Tools. 330 $aPolitical Analysis Using R can serve as a textbook for undergraduate or graduate students as well as a manual for independent researchers. It is unique among competitor books in its usage of 21 example datasets that are all drawn from political research. All of the data and example code is available from the Springer website, as well as from Dataverse (http://dx.doi.org/10.7910/DVN/ARKOTI). The book provides a narrative of how R can be useful for addressing problems common to the analysis of public administration, public policy, and political science data specifically, in addition to the social sciences more broadly. While the book uses data drawn from political science, public administration, and policy analyses, it is written so that students and researchers in other fields should find it accessible and useful as well. Political Analysis Using R is perfect for the first-time R user who has no prior knowledge about the program. By working through the first seven chapters of this book, an entry-level user should be well acquainted with how to use R as a traditional econometric software program. These chapters explain how to install R, open and clean data, draw graphs, compute descriptive statistics, conduct bivariate inferences, and estimate common models such as linear and logistic regression. This portion of the book is ideal for undergraduate students, graduate students, or professionals trying to learn R in their spare time. This book also can be useful for an intermediate R user wishing to develop additional skills within the program. The last four chapters of the book introduce the user to advanced techniques that R offers but many other programs do not make available. Topics in these l ast chapters include: using user-contributed packages, conducting time series analysis, conducting matrix algebra, and writing programs in R. 410 0$aUse R!,$x2197-5736 606 $aStatistics  606 $aPolitical science 606 $aSocial sciences 606 $aPublic administration 606 $aR (Computer program language) 606 $aStatistics for Social Sciences, Humanities, Law$3https://scigraph.springernature.com/ontologies/product-market-codes/S17040 606 $aPolitical Science$3https://scigraph.springernature.com/ontologies/product-market-codes/911000 606 $aMethodology of the Social Sciences$3https://scigraph.springernature.com/ontologies/product-market-codes/X17000 606 $aPublic Administration$3https://scigraph.springernature.com/ontologies/product-market-codes/W34030 615 0$aStatistics . 615 0$aPolitical science. 615 0$aSocial sciences. 615 0$aPublic administration. 615 0$aR (Computer program language) 615 14$aStatistics for Social Sciences, Humanities, Law. 615 24$aPolitical Science. 615 24$aMethodology of the Social Sciences. 615 24$aPublic Administration. 676 $a519.502855133 700 $aMonogan III$b James E$4aut$4http://id.loc.gov/vocabulary/relators/aut$01058510 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910300247203321 996 $aPolitical Analysis Using R$92500302 997 $aUNINA