Computational Statistics (Hardcover) ~ Gunter Sawitzki (Author) Cover Art

Computational Statistics (Hardcover)

By: Gunter Sawitzki (Author)


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Publisher's note

Based on a one-semester course taught by the author, this text provides a concise introduction to the statistical software package R and its use in computational statistics. It covers the basics of R, including importing data, programming, and graphics. The author also explores regression topics, such as linear, nonparametric, and functional regression; statistical distributions; and multivariate statistics. Integrating R code throughout, the text includes numerous examples and figures to illustrate the methods, provides all data sets and code on CRAN, and contains many exercises, enabling its use as a course text or for self-study.

Annotation

Based on a one-semester course taught by the author, this text provides a concise introduction to the statistical software package R and its use in computational statistics. It covers the basics of R, including importing data, programming, and graphics. The author also explores regression topics, such as linear, nonparametric, and functional regression; statistical distributions; and multivariate statistics. Integrating R code throughout, the text includes numerous examples and figures to illustrate the methods, provides all data sets and code on CRAN, and contains many exercises, enabling its use as a course text or for self-study.



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