TY  - BOOK
AU  - Lander, Jared 
TI  - R for Everyone: Advanced Analytics and Graphics
SN  - 978-9386873521
U1  - 006.31 LAN/R 
PY  - 2023///
CY  - Noida
PB  - Pearson Education
KW  - Computer Science
N2  - Contents Chapter 1: Getting R Chapter 2: The R Environment Chapter 3: R Packages Chapter 4: Basics of RChapter 5: Advanced Data StructuresChapter 6: Reading Data into RChapter 7: Statistical Graphics Chapter 8: Writing R functionsChapter 9: Control Statements Chapter 10: Loops, the Un-R Way to IterateChapter 11: Group ManipulationChapter 12: Faster Group Manipulation with dplyrChapter 13: Iterating with purrChapter 14: Data ReshapingChapter 15: Reshaping Data in the TidyverseChapter 16: Manipulating Strings Chapter 17: Probability Distributions Chapter 18: Basic StatisticsChapter 19: Linear ModelsChapter 20: Generalized Linear Models Chapter 21: Model DiagnosticsChapter 22: Regularization and ShrinkageChapter 23: Nonlinear ModelsChapter 24: Time Series and AutocorrelationChapter 25: ClusteringChapter 26: Model Fitting with CaretChapter 27: Reproducibility and Reports with knitrChapter 28: Rich Documents with RMarkdownChapter 29: Interactive Dashboards with ShinyChapter 30: Building R PackagesAppendix A: Real-Life Resources
ER  -