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Tattar, Prabhanjan, 4 0 1979-

A course in statistics with R / 6 6 Prabhanjan Tattar, Suresh Ramaiah, B.G. Manjunath. - - - 1 online resource. - - - - - . - . - 0 . - . - 0 .



Includes bibliographical references and index.

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.

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ISBN: 9781119152750 (ePub);1119152755 (ePub);9781119152736 (Adobe PDF);1119152739 (Adobe PDF);9781119152743;1119152747

ISSN: 2 = =

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Source: CL0500000739 Safari Books Online

LCCN: 2015046719

Nat. Bib. No.: 2

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Subjects--Topical Terms:
Mathematical statistics;R (Computer program language). ----Data processing.----20--

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Electronic books.----2

LC Class. No.: QA276.45.R3 / 2

Dewey Class. No.: 519.50285/511 / 223

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