Advanced R Statistical Programming and Data Models

Analysis, Machine Learning, and Visualization



Bookstore > Books > Advanced R Statistical Programming and Data Models

Price$49.99 - $58.70
Rating
AuthorsMatt Wiley, Joshua F. Wiley
PublisherApress
Published2019
Pages638
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101484228715
ISBN-139781484228715
EBook Hardcover Paperback

Carry out a variety of advanced statistical analyses including generalized additive models, mixed effects models, multiple imputation, machine learning, and missing data techniques using R. Each chapter starts with conceptual background information about the techniques, includes multiple examples using R to achieve results, and concludes with a case study.

Written by Matt and Joshua F. Wiley, Advanced R Statistical Programming and Data Models shows you how to conduct data analysis using the popular R language. You'll delve into the preconditions or hypothesis for various statistical tests and techniques and work through concrete examples using R for a variety of these next-level analytics. This is a must-have guide and reference on using and programming with the R language.

Conduct advanced analyses in R including: generalized linear models, generalized additive models, mixed effects models, machine learning, and parallel processing; Carry out regression modeling using R data visualization, linear and advanced regression, additive models, survival / time to event analysis; Handle machine learning using R including parallel processing, dimension reduction, and feature selection and classification; Address missing data using multiple imputation in R; Work on factor analysis, generalized linear mixed models, and modeling intraindividual variability.


  1. (2 books)



Similar Books


SAS Programming and Data Visualization Techniques

SAS Programming and Data Visualization Techniques

by Philip R. Holland

SAS Programming and Data Visualization Techniques: A Power User's Guide brings together a wealth of ideas about strategic and tactical solutions to everyday situations experienced when transferring, extracting, processing, analyzing, and reporting the valuable data you have at your fingertips. Best, you can achieve most of the solutions u...

Price:  $40.70  |  Publisher:  Apress  |  Release:  2015

Learning IPython for Interactive Computing and Data Visualization

Learning IPython for Interactive Computing and Data Visualization

by Cyrille Rossant

You already use Python as a scripting language, but did you know it is also increasingly used for scientific computing and data analysis? Interactive programming is essential in such exploratory tasks and IPython is the perfect tool for that. Once you've learnt it, you won't be able to live without it.Learning IPython for Interactive Comp...

Price:  $14.81  |  Publisher:  Packt Publishing  |  Release:  2013

Beginning R, 2nd Edition

Beginning R, 2nd Edition

by Dr. Joshua F. Wiley, Larry A. Pace

Beginning R, 2nd Edition is a hands-on book showing how to use the R language, write and save R scripts, read in data files, and write custom statistical functions as well as use built in functions. This book shows the use of R in specific cases such as one-way ANOVA analysis, linear and logistic regression, data visualization, parallel p...

Price:  $44.99  |  Publisher:  Apress  |  Release:  2015

Advanced Raspberry Pi

Advanced Raspberry Pi

by Warren Gay

Jump right into the pro-level guts of the Raspberry Pi with complete schematics and detailed hardware explanations as your guide. You'll tinker with runlevels, reporting voltages and temperatures, and work on a variety of project examples that you can tune for your own project ideas.This book is fully updated for the latest Pi boards with...

Price:  $28.84  |  Publisher:  Apress  |  Release:  2018

Numerical Python, 2nd Edition

Numerical Python, 2nd Edition

by Robert Johansson

Leverage the numerical and mathematical modules in Python and its standard library as well as popular open source numerical Python packages like NumPy, SciPy, FiPy, matplotlib and more. This fully revised edition, updated with the latest details of each package and changes to Jupyter projects, demonstrates how to numerically compute solut...

Price:  $35.25  |  Publisher:  Apress  |  Release:  2019

Identity and Data Security for Web Development

Identity and Data Security for Web Development

by Jonathan LeBlanc, Tim Messerschmidt

Developers, designers, engineers, and creators can no longer afford to pass responsibility for identity and data security onto others. Web developers who don't understand how to obscure data in transmission, for instance, can open security flaws on a site without realizing it. With this practical guide, you'll learn how and why everyone w...

Price:  $33.33  |  Publisher:  O'Reilly Media  |  Release:  2016

Microsoft SharePoint 2010 and Windows PowerShell 2.0

Microsoft SharePoint 2010 and Windows PowerShell 2.0

by Yaroslav Pentsarskyy

Dive straight into expert recipes for SharePoint and PowerShell administration without dwelling on the basics. Master how to administer BCS in SharePoint, automate the configuration of records management features, create custom PowerShell cmdlets, and much more in this book. A hands-on cookbook focusing on only the most high level tips an...

Price:  $23.99  |  Publisher:  Packt Publishing  |  Release:  2011

RStudio for R Statistical Computing Cookbook

RStudio for R Statistical Computing Cookbook

by Andrea Cirillo

The requirement of handling complex datasets, performing unprecedented statistical analysis, and providing real-time visualizations to businesses has concerned statisticians and analysts across the globe. RStudio is a useful and powerful tool for statistical analysis that harnesses the power of R for computational statistics, visualizatio...

Price:  $34.99  |  Publisher:  Packt Publishing  |  Release:  2016