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Foundations of Statistics for Data Scientists: With R and Python: By Alan Agresti and Maria Kateri, 2022, Boca Raton, Florida: CRC Press. xvii + 467 pages, price: $99.95 USD, ISBN: 978-0-367-74845-6.
- Source :
- Journal of Quality Technology; 2023, Vol. 55 Issue 5, p617-618, 2p
- Publication Year :
- 2023
-
Abstract
- "Foundations of Statistics for Data Scientists: With R and Python" by Alan Agresti and Maria Kateri is a timely and important book that caters to the expanding field of data science. While statisticians typically take a traditional two-semester sequence of courses, the authors argue that data science students should have a more broad and less in-depth statistical training. The book covers topics such as probability distributions, sampling distributions, statistical inference, linear models, classification, and clustering. It also includes appendices on using R and Python in statistical science, as well as solutions to exercises. The book is well-written, with clear explanations and up-to-date examples, making it suitable for classroom use. However, it may lack the depth required for graduate-level study in statistics. Overall, this book fills an important void in the field of statistical science and is a valuable resource for data science students. [Extracted from the article]
- Subjects :
- PRICES
STATISTICS
DATA science
DISTRIBUTION (Probability theory)
Subjects
Details
- Language :
- English
- ISSN :
- 00224065
- Volume :
- 55
- Issue :
- 5
- Database :
- Complementary Index
- Journal :
- Journal of Quality Technology
- Publication Type :
- Academic Journal
- Accession number :
- 173533657
- Full Text :
- https://doi.org/10.1080/00224065.2023.2192882