Basic Elements of Computational Statistics Hardle Wolfgang Karl

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This textbook on computational statistics presents tools and concepts of univariate and multivariate statistical data analysis with a strong focus on applications and implementations in the statistical software R. In addition to the numerous R sniplets presented in the text, all… Celý popis ↓

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Basic Elements of Computational Statistics Hardle Wolfgang Karl

This textbook on computational statistics presents tools and concepts of univariate and multivariate statistical data analysis with a strong focus on applications and implementations in the statistical software R. In addition to the numerous R sniplets presented in the text, all computer programs (quantlets) and data sets to the book are available on GitHub and referred to in the book. It covers mathematical, statistical as well as programming problems in computational statistics and contains a wide variety of practical examples.

The experienced reader with a good knowledge This enables the reader to fully reproduce as well as modify and adjust all examples to their needs.The book is intended for advanced undergraduate and first-year graduate students as well as for data analysts new to the job who would like a tour of the various statistical tools in a data analysis workshop.

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