Introduction to Probabilistic and Statistical Methods with Examples in R (Intelligent Systems Reference Library, Band 176) - Softcover

Stapor, Katarzyna

 
9783030458010: Introduction to Probabilistic and Statistical Methods with Examples in R (Intelligent Systems Reference Library, Band 176)
Softcover
ISBN 10: 3030458016 ISBN 13: 9783030458010
Verlag: Springer, 2021

Inhaltsangabe

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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Von der hinteren Coverseite

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.  

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Springer
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 10 
3030458016
ISBN 13 
9783030458010
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
168
Kontakt zum Hersteller
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Deutschland

Weitere beliebte Ausgaben desselben Titels

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

Vorgestellte Ausgabe

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