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A Modern Introduction to Probability and Statistics: Understanding Statistical Principles in the Age of the Computer
Author(s): Graham J. G. Upton (Author)
- Publisher finelybook 出版社: Oxford University Press
- Publication Date 出版日期: October 1, 2025
- Language 语言: English
- Print length 页数: 384 pages
- ISBN-10: 019894313X
- ISBN-13: 9780198943136
Book Description
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. Chapters close with a brief mention of the relevant R commands and summary of the content. Increasingly difficult mathematical sections are clearly indicated, and these can be omitted without affecting the understanding of the remaining material.Aimed at first year graduates, this book is also suitable for readers familiar with mathematical notation.
About the Author
Graham Upton
Graham Upton is a retired Professor of Applied Statistics, formerly of the Department of Mathematical sciences at The University of Essex. He has published numerous books, including
The Oxford Dictionary of Statistics, Data Analysis: A Gentle Introduction for Future Data Scientists, and Understanding Statistics with OUP.下载地址
PDF | 11 MB | 2025-10-13
