Advanced R Statistical Programming and Data Models : Analysis, Machine Learning, and Visualization

Language: English

Published by Apress, 2019

1484228715 / 9781484228715

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nach der Bestellung gedruckt Neuware - Printed after ordering - 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. What You'll LearnConduct advanced analyses in R including: generalized linear models, generalized additive models, mixedeffects models, machine learning, and parallel processingCarry out regression modeling using R data visualization, linear and advanced regression, additive models, survival / time to event analysisHandle machine learning using R including parallel processing, dimension reduction, and feature selection and classificationAddress missing data using multiple imputation in RWork on factor analysis, generalized linear mixed models, and modeling intraindividual variabilityWho This Book Is ForWorking professionals, researchers, or students who are familiar with R and basic statistical techniques such as linear regression and who want to learn how to use R to perform more advanced analytics. Particularly, researchers and data analysts in the social sciences may benefit from these techniques. Additionally, analysts who need parallel processing to speed up analytics are givenproven code to reduce time to result(s).

Seller Inventory # 9781484228715

Title
Advanced R Statistical Programming and Data Models : Analysis, Machine Learning, and Visualization
Author
Matt Wiley
Publisher
Apress
Publication year
2019
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1484228715
ISBN 13
9781484228715
Item weight
1,221 grams
Dimensions
254x178x35 mm

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

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Item7 to 10 business days5 to 7 business days
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