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Cookie akzeptieren![Heuvel, Edwin van den / Maurits Kaptein. Statistics for Data Scientists - An Introduction to Probability, Statistics, and Data Analysis. Springer International Publishing, 2022.](https://eichendorff21.de/cdata/fcZYm4xcOwQYsZf0gm6PWa1f71E=/300x0/9783030105303.png)
Edwin van den Heuvel / Maurits Kaptein
Statistics for Data Scientists
- Springer International Publishing
- 2022
- Taschenbuch
- 348 Seiten
- ISBN 9783030105303
This book provides an undergraduate introduction to analysing data for data science, computer science, and quantitative social science students. It uniquely combines a hands-on approach to data analysis - supported by numerous real data examples and reusable [R] code - with a rigorous treatment of probability and statistical principles. Where contemporary undergraduate textbooks in probability theory or statistics often miss applications and an introductory treatment of modern methods (bootstrapping, Bayes, etc.), and where applied data analysis books often miss a rigorous theoretical treatment, this book provides an accessible but thorough introduction into data analysis, using statistical methods combining the two viewpoints. The book further focuses on
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