Statistical Inference via Data Science: A ModernDive into R and the Tidyverse (Paperback)

Preface 1 Getting Started with Data in R I Data Science via the tidyverse 2 Data Visualization3 Data Wrangling 4 Data Importing & “Tidy” Data II Data Modeling via moderndive 5 Basic Regression 6 Multiple RegressionIII Statistical Inference via infer 7 Sampling 8 Bootstrapping & Confidence Intervals9 Hypothesis Testing 10 Inference for Regression11 Tell the Story with Data Appendix A Statistical Background B Information about R packages Used Bibliography Index