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The book of r: a first course in programming and statistics, tilman m. davies

999 грн

Описание

The Book of R

is a comprehensive, beginner-friendly guide to R, the world’s most popular
programming language for statistical analysis. Even if you have no programming
experience and little more than a grounding in the basics of mathematics,
you’ll find everything you need to begin using R effectively for statistical
analysis.

You’ll start with the basics, like how to handle data and write simple
programs, before moving on to more advanced topics, like producing statistical
summaries of your data and performing statistical tests and modeling. You’ll
even learn how to create impressive data visualizations with R’s basic
graphics tools and contributed packages, like ggplot2 and ggvis, as well as
interactive 3D visualizations using the rgl package.

Dozens of hands-on exercises (with downloadable solutions) take you from
theory to practice, as you learn:

–The fundamentals of programming in R, including how to write data frames,
create functions, and use variables, statements, and loops

–Statistical concepts like exploratory data analysis, probabilities,
hypothesis tests, and regression modeling, and how to execute them in R

–How to access R’s thousands of functions, libraries, and data sets

–How to draw valid and useful conclusions from your data

–How to create publication-quality graphics of your results

Combining detailed explanations with real-world examples and exercises, this
book will provide you with a solid understanding of both statistics and the
depth of R’s functionality. Make

The Book of R

your doorway into the growing world of data analysis.

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