A course in statistics with R

by Tattar, Prabhanjan

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Title Statements

Full title :A course in statistics with R / Prabhanjan Tattar, Suresh Ramaiah, B.G. Manjunath.

Edition Statements

Publication Date:2016

Publication Statements

Publisher(s):Wiley
Place of Publication:Chichester, West Sussex
Language:eng
Publication Date:2016

The Physical Object

Description:1 recurs en línia (1 recurs en línia)

Edition Identifiers

ISBN:9781119152750, 1119152755, 9781119152736, 1119152739, 9781119152743, 1119152747
oclc:on1151061838

Conté: The Preliminaries. Why R? -- The R Basics -- Data Preparation and Other Tricks -- Exploratory Data Analysis -- Probability and Inference. Probability Theory -- Probability and Sampling Distributions -- Parametric Inference -- Nonparametric Inference -- Bayesian Inference -- Stochastic Processes and Monte Carlo. Stochastic Processes -- Monte Carlo Computations -- Linear Models. Linear Regression Models -- Experimental Designs -- Multivariate Statistical Analysis -- I -- Multivariate Statistical Analysis -- II -- Categorical Data Analysis -- Generalized Linear Models -- Appendix A: Open Source Software: An Epilogue -- Appendix B: The Statistical Tables