Ebook R in Action Data Analysis and Graphics with R

[Free.Rb2T] R in Action Data Analysis and Graphics with R

[Free.Rb2T] R in Action Data Analysis and Graphics with R

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Summary R in Action, Second Edition presents both the R language and the examples that make it so useful for business developers. Focusing on practical solutions, the book offers a crash course in statistics and covers elegant methods for dealing with messy and incomplete data that are difficult to analyze using traditional methods. You'll also master R's extensive graphical capabilities for exploring and presenting data visually. And this expanded second edition includes new chapters on time series analysis, cluster analysis, and classification methodologies, including decision trees, random forests, and support vector machines. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the TechnologyBusiness pros and researchers thrive on data, and R speaks the language of data analysis. R is a powerful programming language for statistical computing. Unlike general-purpose tools, R provides thousands of modules for solving just about any data-crunching or presentation challenge you're likely to face. R runs on all important platforms and is used by thousands of major corporations and institutions worldwide.About the BookR in Action, Second Edition teaches you how to use the R language by presenting examples relevant to scientific, technical, and business developers. Focusing on practical solutions, the book offers a crash course in statistics, including elegant methods for dealing with messy and incomplete data. You'll also master R's extensive graphical capabilities for exploring and presenting data visually. And this expanded second edition includes new chapters on forecasting, data mining, and dynamic report writing.What's InsideComplete R language tutorialUsing R to manage, analyze, and visualize dataTechniques for debugging programs and creating packagesOOP in ROver 160 graphsAbout the AuthorDr. Rob Kabacoff is a seasoned researcher and teacher who specializes in data analysis. He also maintains the popular Quick-R website at statmethods.net.Table of ContentsPART 1 GETTING STARTEDIntroduction to RCreating a datasetGetting started with graphsBasic data managementAdvanced data managementPART 2 BASIC METHODSBasic graphsBasic statisticsPART 3 INTERMEDIATE METHODSRegressionAnalysis of variancePower analysisIntermediate graphsResampling statistics and bootstrappingPART 4 ADVANCED METHODSGeneralized linear modelsPrincipal components and factor analysisTime seriesCluster analysisClassificationAdvanced methods for missing dataPART 5 EXPANDING YOUR SKILLSAdvanced graphics with ggplot2Advanced programmingCreating a packageCreating dynamic reportsAdvanced graphics with the lattice package available online only from manning.com/kabacoff2 Using R: barplot with ggplot2 R-bloggers If you are an R blogger yourself you are invited to add your own R content feed to this site (Non-English R bloggers should add themselves- here) Quick-R: Home Page The second edition of R in Action the book inspired by this site is available! It takes the material here and significantly expands upon it If you are interested R powered web applications with Shiny (a tutorial and Shiny at its simplest In its simplest form a Shiny application requires a server function to do the calculations and a user interface Below we have the simplest R Programming/Graphics - Wikibooks open books for an open Interactive Graphics This section discuss some ways to draw graphics without using R scripts The playwith package provides a graphical user interface to customize plyr: "group by" for R data - Revolutions Revolutions Daily news about using open source R for big data analysis predictive modeling data science and visualization since 2008 What is R programming language? - Definition from WhatIscom The R programming language is an open source scripting language for predictive analytics and data visualization The initial version of R was released in 1995 to Learning R in Seven Simple Steps - Data Science Central Guest blog post by Martijn Theuwissen co-founder at DataCamp Other R resources can be found here and R Source code for various problems can be found here A 60+ R resources to improve your data skills Computerworld Resource Topic Type; R Cookbook: general R: book or ebook: R Graphics Cookbook: graphics: book or ebook: R In Action: general R: book or ebook: The Art of R Programming R Commander - Rcmdrcom Rcommander Rcmdr a simple GUI interface for R R commander (Rcmdr) R provides a powerful and comprehensive system for analysing data and when used in conjunction R-bloggers tutorials for learning R The best way to learn R is by doing In case you are just getting started with R this free introduction to R tutorial by DataCamp is a great resource as well the
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