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Lander, Jared

R for Everyone Advanced Analytics and Graphics - 2 - Noida Pearson Education 2023 - 528

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

ISBN: 978-9386873521

Subjects--Topical Terms:
Computer Science

Dewey Class. No.: 006.31 LAN/R