R by Example

Maria Rizzo is professor of statistics at Bowling Green State University. Her recent book publications include Statistical Computing with R, 2e (2019) and Energy Statistics (forthcoming).Jim Albert is professor of mathematics and statistics at Bowling Green State University. His recent book publications include Analyzing Baseball Data with R, 2e (with Max Marchi and Benjamin S. Baumer, 2018), Visualizing Baseball (2017), and Bayesian Computation with R (Springer 2009).

• Introduction.- Quantitative Data.- Categorical Data.- Exploratory Data Analysis.- Presentation Graphics.- Importing Data.- Basic Inference Models.- Regression.- Analysis of Variance I.- Analysis of Variance II.- Randomization Tests.- Multivariate Data.- Simulation Experiments.- Bayesian Modeling.- Monte Carlo Methods.