Lander,Jared P. creator text Noida Pearson India Education Services Pvt. Ltd. 2019 monographic eng

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528 Table of Content Chapter 1: Getting R Chapter 2: The R Environment Chapter 3: R Packages Chapter 4: Basics of R Chapter 5: Advanced Data Structures Chapter 6: Reading Data into R Chapter 7: Statistical Graphics Chapter 8: Writing R functions Chapter 9: Control Statements Chapter 10: Loops, the Un-R Way to Iterate Chapter 11: Group Manipulation Chapter 12: Faster Group Manipulation with dplyr Chapter 13: Iterating with purrr Chapter 14: Data Reshaping Chapter 15: Reshaping Data in the Tidyverse Chapter 16: Manipulating Strings Chapter 17: Probability Distributions Chapter 18: Basic Statistics Chapter 19: Linear Models Chapter 20: Generalized Linear Models Chapter 21: Model Diagnostics Chapter 22: Regularization and Shrinkage Chapter 23: Nonlinear Models Chapter 24: Time Series and Autocorrelation Chapter 25: Clustering Chapter 26: Model Fitting with Caret Chapter 27: Reproducibility and Reports with knitr Chapter 28: Rich Documents with RMarkdown Chapter 29: Interactive Dashboards with Shiny Chapter 30: Building R Packages Appendix A: Real-Life Resources Programming 005.13 LAN 978-93-868-7352-1 Allied Informatics, Jaipur BSDU 200117 20200224102333.0 English