Introduction to Probability and Statistics for Data Science (Paperback)
Language: English
Published by Cambridge University Press, Cambridge, 2024
- Softcover
- New
Seller: CitiRetail, Stevenage, United KingdomCitiRetail
AbeBooks seller since June 29, 2022
Condition: New
£ 80.49
Quantity: 1 available
Add to basketItem description from seller
Paperback. Introduction to Probability and Statistics for Data Science provides a solid course in the fundamental concepts, methods and theory of statistics for students in statistics, data science, biostatistics, engineering, and physical science programs. It teaches students to understand, use, and build on modern statistical techniques for complex problems. The authors develop the methods from both an intuitive and mathematical angle, illustrating with simple examples how and why the methods work. More complicated examples, many of which incorporate data and code in R, show how the method is used in practice. Through this guidance, students get the big picture about how statistics works and can be applied. This text covers more modern topics such as regression trees, large scale hypothesis testing, bootstrapping, MCMC, time series, and fewer theoretical topics like the Cramer-Rao lower bound and the Rao-Blackwell theorem. It features more than 250 high-quality figures, 180 of which involve actual data. Data and R are code available on our website so that students can reproduce the examples and do hands-on exercises. This textbook is designed for students in statistics, data science, biostatistics, engineering, and physical science programs who need a solid course in the fundamental concepts, methods and theory of statistics to understand, use, and build on modern statistical techniques for complex problems. Examples and exercises incorporate data and R code. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.…
Seller Inventory # 9781009568357
- Title
- Introduction to Probability and Statistics for Data Science (Paperback)
- Author
- Steven E. Rigdon
- Publisher
- Cambridge University Press, Cambridge
- Publication year
- 2024
- Condition
- new
- Binding
- Paperback
- Language
- English
- ISBN 10
- 1009568353
- ISBN 13
- 9781009568357
"Synopsis" may belong to another edition of this title.
About the Author
Ronald D. Fricker is Vice Provost for Faculty Affairs at Virginia Tech, where he has served as head of the Department of Statistics, Senior Associate Dean in the College of Science and, subsequently, interim dean of the college. He is the author of Introduction to Statistical Methods for Biosurveillance (2013) and with Steve Rigdon, Monitoring the Health of Populations by Tracking Disease Outbreaks (2020). He is a fellow of the American Statistical Association, a fellow of the American Association for the Advancement of Science, and an elected member of the Virginia Academy of Science, Engineering, and Medicine.
Douglas C. Montgomery is Regents Professor and ASU Foundation Professor of Engineering at Arizona State University. He is an Honorary Member of the American Society for Quality, a fellow of the American Statistical Association, a fellow of the Institute of Industrial and Systems Engineering, and a fellow of the Royal Statistical Society. He is the author of fifteen other books including Design and Analysis of Experiments, 10th edition (2013) and Design of Experiments for Reliability Achievement (2022). He has received the Shewhart Medal, the Distinguished Service Medal, and the Brumbaugh Award from the ASQ, the Deming Lecture Award from the ASA, the Greenfield Medal from the Royal Statistical Society, and the George Box Medal from the European Network for Business and Industrial Statistics.
"About the title" may belong to another edition of this title.
CitiRetail
Stevenage, United Kingdom
AbeBooks seller since June 29, 2022
Shipping rates from United Kingdom to U.S.A.
| Item | 7 to 14 business days | 7 to 60 business days |
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