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Introduction to Probabilistic and Statistical Methods with Examples in R

Name: Introduction to Probabilistic and Statistical Methods with Examples in R
Brand: Springer Nature Switzerland AG
SKU: 28290132
Price: 2303 CZK
Availability: InStock
Author: Katarzyna Stapor
ISBN: 9783030457983

Katarzyna Stapor

Jazyk

Angličtina

Kniha Pevná

Libristo kód: 28290132

Nakladatelství Springer Nature Switzerland AG, květen 2020

This book strikes a healthy balance between theory and applications, ensuring that it doesn't offer... Celý popis

Libristo kód: 28290132

230 b

2 303 Kč

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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.