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Introduction to Probabilistic and Statistical Methods with Examples in R by Katarzyna Stapor
Introduction to Probabilistic and Statistical Methods with Examples in R by Katarzyna Stapor
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Introduction to Probabilistic and Statistical Methods with Examples in R

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Description

This book strikes a healthy balance between theory and applications, ensuring that it doesn’t offer a set of tools with no mathematical roots. It is intended as a comprehensive and largely self-contained introduction to probability and statistics for university students from various faculties, with accompanying implementations of some rudimentary statistical techniques in the language R. The content is divided into three basic parts: the first includes elements of probability theory, the second introduces readers to the basics of descriptive and inferential statistics (estimation, hypothesis testing), and the third presents the elements of correlation and linear regression analysis. Thanks to examples showing how to approach real-world problems using statistics, readers will acquire stronger analytical thinking skills, which are essential for analysts and data scientists alike.  
Release date NZ
May 23rd, 2021
Audiences
  • Further/Higher Education
  • Professional & Vocational
Edition
1st ed. 2020
Illustrations
24 Illustrations, color; 9 Illustrations, black and white; VIII, 157 p. 33 illus., 24 illus. in color.
Pages
157
ISBN-13
9783030458010
Product ID
34847074

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