Introduction to Probabilistic and Statistical Methods with Examples in R (Intelligent Systems Reference Library) - Softcover

Stapor, Katarzyna

 
9783030458010: Introduction to Probabilistic and Statistical Methods with Examples in R (Intelligent Systems Reference Library)

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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From the Back Cover

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.  

"About this title" may belong to another edition of this title.

Other Popular Editions of the Same Title

9783030457983: Introduction to Probabilistic and Statistical Methods with Examples in R (Intelligent Systems Reference Library, 176)

Featured Edition

ISBN 10:  3030457982 ISBN 13:  9783030457983
Publisher: Springer, 2020
Hardcover