TY - BOOK AU - Tattar, Prabhanjan Narayanachar AU - Ramaiah, Suresh AU - Manjunath, B. G. TI - A Course in Statistics with R SN - 9781119152729 U1 - 519.50285 PY - 2016/// CY - London PB - John Wiley & Sons Ltd. KW - Statistics KW - Statistics with R N1 - Part I THE PRELIMINARIES 1. WhyR? 2. The R Basics 3. Data Preparation and Other Tricks 4. Exploratory Data Analysis Part II PROBABILITY AND INFERENCE 5. Probability Theory 6. Probability and Sampling Distributions 7. Parametric Inference 8. Nonparametric Inference 9. Bayesian Inference Part III STOCHASTIC PROCESSES AND MONTE CARLO 10. Stochastic Processes 11. Monte Carlo Computations Part IV LINEAR MODELS 12. Linear Regression Models 13. Experimental Designs 14. Multivariate Statistical Analysis 15. Multivariate Statistical Analysis 16. Categorical Data Analysis 17. Generalized Linear Models ER -