R For Everyone

R For Everyone by Jared P. Lander. Download it R For Everyone books also available in PDF, EPUB, and Mobi Format for read it on your Kindle device, PC, phones or tablets. Organized to make learning easy and intuitive, this guide focuses on the 20 percent of R functionality you’ll need to accomplish 80 percent of modern data tasks.. Click Download for free books.

R For Everyone

R For Everyone
Author: Jared P. Lander
Publisher: Addison-Wesley Professional
ISBN: 0134546997
Size: 26.50 MB
Format: PDF
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Statistical Computation for Programmers, Scientists, Quants, Excel Users, and Other Professionals Using the open source R language, you can build powerful statistical models to answer many of your most challenging questions. R has traditionally been difficult for non-statisticians to learn, and most R books assume far too much knowledge to be of help. R for Everyone, Second Edition, is the solution. Drawing on his unsurpassed experience teaching new users, professional data scientist Jared P. Lander has written the perfect tutorial for anyone new to statistical programming and modeling. Organized to make learning easy and intuitive, this guide focuses on the 20 percent of R functionality you’ll need to accomplish 80 percent of modern data tasks. Lander’s self-contained chapters start with the absolute basics, offering extensive hands-on practice and sample code. You’ll download and install R; navigate and use the R environment; master basic program control, data import, manipulation, and visualization; and walk through several essential tests. Then, building on this foundation, you’ll construct several complete models, both linear and nonlinear, and use some data mining techniques. After all this you’ll make your code reproducible with LaTeX, RMarkdown, and Shiny. By the time you’re done, you won’t just know how to write R programs, you’ll be ready to tackle the statistical problems you care about most. Coverage includes Explore R, RStudio, and R packages Use R for math: variable types, vectors, calling functions, and more Exploit data structures, including data.frames, matrices, and lists Read many different types of data Create attractive, intuitive statistical graphics Write user-defined functions Control program flow with if, ifelse, and complex checks Improve program efficiency with group manipulations Combine and reshape multiple datasets Manipulate strings using R’s facilities and regular expressions Create normal, binomial, and Poisson probability distributions Build linear, generalized linear, and nonlinear models Program basic statistics: mean, standard deviation, and t-tests Train machine learning models Assess the quality of models and variable selection Prevent overfitting and perform variable selection, using the Elastic Net and Bayesian methods Analyze univariate and multivariate time series data Group data via K-means and hierarchical clustering Prepare reports, slideshows, and web pages with knitr Display interactive data with RMarkdown and htmlwidgets Implement dashboards with Shiny Build reusable R packages with devtools and Rcpp Register your product at informit.com/register for convenient access to downloads, updates, and corrections as they become available.
R for Everyone
Language: en
Pages: 560
Authors: Jared P. Lander
Categories: Computers
Type: BOOK - Published: 2017-06-13 - Publisher: Addison-Wesley Professional
Statistical Computation for Programmers, Scientists, Quants, Excel Users, and Other Professionals Using the open source R language, you can build powerful statistical models to answer many of your most challenging questions. R has traditionally been difficult for non-statisticians to learn, and most R books assume far too much knowledge to
R for Everyone
Language: en
Pages: 464
Authors: Jared P. Lander
Categories: Computers
Type: BOOK - Published: 2013-12-20 - Publisher: Addison-Wesley Professional
Statistical Computation for Programmers, Scientists, Quants, Excel Users, and Other Professionals Using the open source R language, you can build powerful statistical models to answer many of your most challenging questions. R has traditionally been difficult for non-statisticians to learn, and most R books assume far too much knowledge to
Using R for Digital Soil Mapping
Language: en
Pages: 262
Authors: Brendan P. Malone, Budiman Minasny, Alex B. McBratney
Categories: Nature
Type: BOOK - Published: 2016-11-17 - Publisher: Springer
This book describes and provides many detailed examples of implementing Digital Soil Mapping (DSM) using R. The work adheres to Digital Soil Mapping theory, and presents a strong focus on how to apply it. DSM exercises are also included and cover procedures for handling and manipulating soil and spatial data
Using R for Principles of Econometrics
Language: en
Pages: 276
Authors: Constantin Colonescu
Categories: Business & Economics
Type: BOOK - Published: 2018-01-05 - Publisher: Lulu.com
This is a beginner's guide to applied econometrics using the free statistics software R. It provides and explains R solutions to most of the examples in 'Principles of Econometrics' by Hill, Griffiths, and Lim, fourth edition. 'Using R for Principles of Econometrics' requires no previous knowledge in econometrics or R
R for Data Science
Language: en
Pages: 492
Authors: Hadley Wickham, Garrett Grolemund
Categories: Computers
Type: BOOK - Published: 2016-12-12 - Publisher: "O'Reilly Media, Inc."
"This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience"--
SAP R/3 for Everyone
Language: en
Pages: 320
Authors: Jim Mazzullo, Peter Wheatley
Categories: Computers
Type: BOOK - Published: 2005-07-15 - Publisher: Pearson Education
SAP R/3 for Everyone is the nontechnical user's guide to working with SAP R/3, the leading business enterprise software product in the world. Written and road-tested by experienced SAP R/3 users and trainers, this book saves typical SAP R/3 users time and trouble by providing them with the universal skills
NIV, The Chronological Study Bible, eBook
Language: en
Pages: 1664
Authors: Thomas Nelson
Categories: Bibles
Type: BOOK - Published: 2014-06-24 - Publisher: Thomas Nelson
The Chronological Study Bible presents the text of the New International Version in chronological order - the order in which the events actually happened - with notes, articles, and full-color graphics that connect the reader to the history and culture of Bible times and gives the reader a dramatic, "you
Modeling Techniques in Predictive Analytics with Python and R
Language: en
Pages: 448
Authors: Thomas W. Miller
Categories: Computers
Type: BOOK - Published: 2014-09-29 - Publisher: FT Press
Master predictive analytics, from start to finish Start with strategy and management Master methods and build models Transform your models into highly-effective code—in both Python and R This one-of-a-kind book will help you use predictive analytics, Python, and R to solve real business problems and drive real competitive advantage. You’ll
Professionalism is for Everyone
Language: en
Pages: 72
Authors: James R. Ball
Categories: Professional employees
Type: BOOK - Published: 2001-01-01 - Publisher: Goals Institute
A concise reference and guide that will help anyone in their personal and career growth. Professionalism really is for everyone and in five key areas this book provides examples and describes how individuals can set themselves apart from the crowd and benefit from being true professionals. Includes the Ten Commandments
Web and Network Data Science
Language: en
Pages: 384
Authors: Thomas W. Miller
Categories: Computers
Type: BOOK - Published: 2014-12-19 - Publisher: FT Press
Master modern web and network data modeling: both theory and applications. In Web and Network Data Science, a top faculty member of Northwestern University’s prestigious analytics program presents the first fully-integrated treatment of both the business and academic elements of web and network modeling for predictive analytics. Some books in