Ankündigung Erscheint vsl. Februar 2021 Abbildung von Wiley | Beginning R 4 | 1st ed. | 2021 | From Beginner to Pro

Wiley

Beginning R 4

From Beginner to Pro

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Buch. Softcover

1st ed.. 2021

Apress. ISBN 978-1-4842-6052-4

Format (B x L): 17,8 x 25,4 cm

Produktbeschreibung

Learn how to use R 4, write and save R scripts, read in data files, use built-in functions, and write custom statistical functions. This in-depth tutorial includes key R 4 features such as a new color palette for charts, an enhanced reference counting system, and normalization of matrix and array types where matrix objects will formally inherit from the array class, eliminating many inconsistencies. Each chapter starts with a list of learning outcomes and concludes with a summary of any R functions introduced in that chapter, a list of specific cited references for more reading, and some exercises to test your new knowledge. The text opens with a hands-on installation of R (and a limited number of packages) for both Windows and macOS. The bulk of the book is an introduction to statistical methods (a non-proof-based introduction) that relies heavily on R (and R visualizations) to understand, motivate, and perform statistical outcomes. Beginning R 4 shows the use of R in specific cases such as one-way ANOVA analysis, linear and logistic regression, data visualization, parallel processing, bootstrapping, and more. It takes a hands-on, example-based approach incorporating best practices with clear explanations of the statistics being done. You will: - Acquire and install R - Import and export data and scripts - Analyze data and generate graphics Program in R to write custom functions - Use R for interactive statistical explorations - Conduct bootstrapping and other advanced techniques

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