Introduction to Probabilistic and Statistical Methods with Examples in R - Katarzyna Stapor

Introduction to Probabilistic and Statistical Methods with Examples in R

Buch | Hardcover
VIII, 157 Seiten
2020 | 1st ed. 2020
Springer International Publishing (Verlag)
978-3-030-45798-3 (ISBN)
128,39 inkl. MwSt

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.  

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

Erscheinungsdatum
Reihe/Serie Intelligent Systems Reference Library
Zusatzinfo VIII, 157 p. 33 illus., 24 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 409 g
Themenwelt Mathematik / Informatik Informatik Datenbanken
Mathematik / Informatik Mathematik Angewandte Mathematik
Mathematik / Informatik Mathematik Statistik
Mathematik / Informatik Mathematik Wahrscheinlichkeit / Kombinatorik
Schlagworte Examples in R • probabilistic methods • Probablity Theory • Statistical Methods • Statistics
ISBN-10 3-030-45798-2 / 3030457982
ISBN-13 978-3-030-45798-3 / 9783030457983
Zustand Neuware
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