A Course in Statistics with R  PDF & ePUB Download
PDF, ePUB
 eBook:A Course in Statistics with R
 Author:Prabhanjan N. Tattar, Suresh Ramaiah, B. G. Manjunath
 Edition:1 edition
 Categories:
 Data:May 2, 2016
 ISBN:1119152720
 ISBN13:9781119152729
 Language:English
 Pages:692 pages
 Format:PDF, ePUB
Description of A Course in Statistics with R ebook
Key features:
 Integrates R basics with statistical concepts
 Provides graphical presentations inclusive of mathematical expressions
 Aids understanding of limit theorems of probability with and without the simulation approach
 Presents detailed algorithmic development of statistical models from scratch
 Includes practical applications with over 50 data sets

Content
Chapter 1: Why R?
Chapter 2: The R Basics
Chapter 3: Data Preparation and Other Tricks
Chapter 4: Exploratory Data Analysis
Part II: Probability and Inference
Chapter 5: Probability Theory
Chapter 6: Probability and Sampling Distributions
Chapter 7: Parametric Inference
Chapter 8: Nonparametric Inference
Chapter 9: Bayesian Inference
Part III: Stochastic Processes and Monte Carlo
Chapter 10: Stochastic Processes
Chapter 11: Monte Carlo Computations
Part IV: Linear Models
Chapter 12: Linear Regression Models
Chapter 13: Experimental Designs
Chapter 14: Multivariate Statistical Analysis  I
Chapter 15: Multivariate Statistical Analysis  II
Chapter 16: Categorical Data Analysis
Chapter 17: Generalized Linear Models
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