A modern introduction to probability and statistics : understanding statistical principles in the age of the computer / Graham J.G. Upton.

Author
Upton, Graham J. G. [Browse]
Format
Book
Language
English
Published/​Created
  • Oxford : Oxford University Press, [2025]
  • ©2025
Description
1 online resource : illustrations.

Details

Subject(s)
Series
Oxford scholarship online [More in this series]
Summary note
Probability and statistics are subjects fundamental to data analysis, making them essential for efficient artificial intelligence. Although the foundational concepts of probability and statistics remain constant, what needs to be taught is constantly evolving. The first half of the book introduces probability, conditional probability and the standard probability distributions in the traditional way. The second half considers the power of the modern computer and our reliance on technology to do the calculations for us. Offering a fresh presentation that builds on the author's previous book, 'Understanding Statistics', this book includes exercises (with solutions at the rear of the book) and worked examples. Aimed at first year graduates, this book is also suitable for readers familiar with mathematical notation.
Notes
Includes index.
Target audience
Specialized.
Source of description
Description based on online resource and publisher information; title from PDF title page (viewed on June 19, 2025).
ISBN
9780198943150 (ebook)
OCLC
1524111130
Doi
10.1093/oso/9780198943129.001.0001
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