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A course in statistics with R
Title statement A course in statistics with R / Prabhanjan Tattar, Suresh Ramaiah, B.G. Manjunath. Publication Chichester, West Sussex : Wiley, 2016. Phys.des. 1 online resource. ISBN 9781119152750 (ePub) 1119152755 (ePub) 9781119152736 (Adobe PDF) 1119152739 (Adobe PDF) 9781119152743 1119152747 Internal Bibliographies/Indexes Note Includes bibliographical references and index. Contents 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. Notes to Availability Přístup pouze pro oprávněné uživatele Another responsib. Ramaiah, Suresh, 1979- Manjunath, B. G., 1981- Subj. Headings Mathematical statistics - Data processing. * R (Computer program language) * Mathematical statistics - Data processing. * R (Computer program language) * MATHEMATICS / Applied * MATHEMATICS / Probability & Statistics / General Form, Genre elektronické knihy electronic books Country Anglie Language angličtina Document kind Electronic books URL Plný text pro studenty a zaměstnance UPOL 
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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.
Number of the records: 1