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Introduction to Probabilistic and Statistical Methods with Examples in R

Medium: Buch
ISBN: 978-3-030-45801-0
Verlag: Springer International Publishing
Erscheinungstermin: 23.05.2021
Lieferfrist: bis zu 10 Tage

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.


Produkteigenschaften


  • Artikelnummer: 9783030458010
  • Medium: Buch
  • ISBN: 978-3-030-45801-0
  • Verlag: Springer International Publishing
  • Erscheinungstermin: 23.05.2021
  • Sprache(n): Englisch
  • Auflage: 1. Auflage 2020
  • Serie: Intelligent Systems Reference Library
  • Produktform: Kartoniert
  • Gewicht: 265 g
  • Seiten: 157
  • Format (B x H x T): 155 x 235 x 10 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

Elements of Probability Theory.- Descriptive and Inferential Statistics.- Linear Regression and Correlation.