Advanced R statistical programming and data models : analysis, machine learning, and visualization

• Main Authors: Wiley, Matt (Author), Wiley, Joshua F. (Author)
• Format: Electronic eBook
• Language: English
• Published: [Berkeley, CA] : Apress, 2019.
• Subjects: R (Computer program language); Statistics > Data processing.; Mathematical statistics > Data processing.; elektronické knihy; electronic books
• ISBN: 9781484228722; 1484228723; 9781484228715; 1484228715; 9781484228739; 1484228731
• Physical Description: 1 online resource (xx, 638 pages) : illustrations (some color)

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 us...