LEADER 04443nam 22006375 450 001 9910151576903321 005 20220627194521.0 010 $a1-4842-2077-3 024 7 $a10.1007/978-1-4842-2077-1 035 $a(CKB)3710000000951921 035 $a(DE-He213)978-1-4842-2077-1 035 $a(MiAaPQ)EBC4745984 035 $a(CaSebORM)9781484220771 035 $a(PPN)197141846 035 $a(EXLCZ)993710000000951921 100 $a20161118d2016 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAdvanced R$b[electronic resource] $edata programming and the cloud /$fby Matt Wiley, Joshua F. Wiley 205 $a1st ed. 2016. 210 1$aBerkeley, CA :$cApress :$cImprint: Apress,$d2016. 215 $a1 online resource (XIX, 279 p. 77 illus., 40 illus. in color.) 311 $a1-4842-2076-5 320 $aIncludes bibliographical references and index. 327 $a1.Programming Basics -- 2.Programming Utilities -- 3.Loops, flow control, and *apply functions -- 4.Writing Functions -- 5.Writing Classes and Methods -- 6.Writing a Package -- 7.Data Management using data.table -- 8.Data Munging With data.table -- 9.Other Tools for Data Management -- 10.Reading Big Data(bases) -- 11.Getting a Cloud -- 12.Ubuntu for Windows Users -- 13.Every Cloud has a Shiny lining -- 14.Shiny Dashboard Sampler -- 15.Dynamic Reports and the Cloud -- References. 330 $aProgram for data analysis using R and learn practical skills to make your work more efficient. This book covers how to automate running code and the creation of reports to share your results, as well as writing functions and packages. Advanced R is not designed to teach advanced R programming nor to teach the theory behind statistical procedures. Rather, it is designed to be a practical guide moving beyond merely using R to programming in R to automate tasks. This book will show you how to manipulate data in modern R structures and includes connecting R to data bases such as SQLite, PostgeSQL, and MongoDB. The book closes with a hands-on section to get R running in the cloud. Each chapter also includes a detailed bibliography with references to research articles and other resources that cover relevant conceptual and theoretical topics. What You Will Learn Write and document R functions Make an R package and share it via GitHub or privately Add tests to R code to insure it works as intended Build packages automatically with GitHub Use R to talk directly to databases and do complex data management Run R in the Amazon cloud Generate presentation-ready tables and reports using R Who This Book Is For Working professionals, researchers, or students who are familiar with R and basic statistical techniques such as linear regression and who want to learn how to take their R coding and programming to the next level. 606 $aProgramming languages (Electronic computers) 606 $aMathematical statistics 606 $aStatistics  606 $aComputer programming 606 $aR (Computer program language) 606 $aProgramming Languages, Compilers, Interpreters$3https://scigraph.springernature.com/ontologies/product-market-codes/I14037 606 $aProbability and Statistics in Computer Science$3https://scigraph.springernature.com/ontologies/product-market-codes/I17036 606 $aStatistics and Computing/Statistics Programs$3https://scigraph.springernature.com/ontologies/product-market-codes/S12008 606 $aProgramming Techniques$3https://scigraph.springernature.com/ontologies/product-market-codes/I14010 615 0$aProgramming languages (Electronic computers). 615 0$aMathematical statistics. 615 0$aStatistics . 615 0$aComputer programming. 615 0$aR (Computer program language). 615 14$aProgramming Languages, Compilers, Interpreters. 615 24$aProbability and Statistics in Computer Science. 615 24$aStatistics and Computing/Statistics Programs. 615 24$aProgramming Techniques. 676 $a005.13 700 $aWiley$b Matt$4aut$4http://id.loc.gov/vocabulary/relators/aut$0897297 702 $aWiley$b Joshua F$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bUMI 801 1$bUMI 906 $aBOOK 912 $a9910151576903321 996 $aAdvanced R$92004672 997 $aUNINA