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Introduction to Probabilistic and Statistical Methods with Examples in R

Language EnglishEnglish
Book Hardback
Book Introduction to Probabilistic and Statistical Methods with Examples in R Katarzyna Stapor
Libristo code: 28290132
Publishers Springer Nature Switzerland AG, May 2020
This book strikes a healthy balance between theory and applications, ensuring that it doesn't offer... Full description
? points 244 b
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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.

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About the book

Full name Introduction to Probabilistic and Statistical Methods with Examples in R
Language English
Binding Book - Hardback
Date of issue 2020
Number of pages 157
EAN 9783030457983
Libristo code 28290132
Weight 424
Dimensions 155 x 235 x 15
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