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Exploratory Data Analysis with R

Название: Exploratory Data Analysis with R
Автор: Roger D. Peng
Издательство: Leanpub
Год: 2015
Страниц: 125
Формат: True PDF
Размер: 10 Mb
Язык: English

This book covers some of the basics of visualizing data in R and summarizing high dimensional data with statistical multivariate analysis techniques. There is less of an emphasis on formal statistical inference methods, as inference is typically not the focus of EDA. Rather, the goal is to show the data, summarize the evidence and identify interesting patterns while eliminating ideas that likely won’t pan out.

Throughout the book, we will focus on the R statistical programming language. We will cover the various plotting systems in R and how to use them effectively. We will also discuss how to implement dimension reduction techniques like clustering and the singular value decomposition. All of these techniques will help you to visualize your data and to help you make key decisions in any data analysis.

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