Introduction to Probabilistic and Statistical Methods with Examples in R - Couverture souple

Stapor, Katarzyna

 
9783030458010: Introduction to Probabilistic and Statistical Methods with Examples in R

Synopsis

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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Autres éditions populaires du même titre

9783030457983: Introduction to Probabilistic and Statistical Methods With Examples in R

Edition présentée

ISBN 10 :  3030457982 ISBN 13 :  9783030457983
Editeur : Springer Nature Switzerland AG, 2020
Couverture rigide