Statistical Regression and Classification: From Linear Models to Machine Learning
Language: English
Published by Taylor & Francis Inc, 2017
Series: Book 45 of 126 - Chapman & Hall/CRC Texts in Statistical Science
- Softcover
- Used
Seller: World of Books Inc, Montgomery, IL, U.S.A.World of Books Inc
AbeBooks seller since March 23, 2026
Condition: Used - Fair
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This text provides a modern introduction to regression and classification with an emphasis on big data and R. Each chapter is partitioned into a main body section and an extras section. The main body uses math stat very sparingly and always in the context of something concrete, which means that readers can skip the math stat content entirely if they wish. The extras section is for those who feel comfortable with analysis using math stat.
Seller Inventory # CIN1498710913A
- Title
- Statistical Regression and Classification: From Linear Models to Machine Learning
- Author
- Norman Matloff
- Publisher
- Taylor & Francis Inc
- Publication year
- 2017
- Condition
- Fair
- Binding
- Paperback
- Language
- English
- ISBN 10
- 1498710913
- ISBN 13
- 9781498710916
- Series
- Book 45 of 126: Chapman & Hall/CRC Texts in Statistical Science
"Synopsis" may belong to another edition of this title.
About the Author
Norman Matloff is a professor of computer science at the University of California, Davis, and was a founder of the Statistics Department at that institution. Statistical Regression and Classification: From Linear Models to Machine Learning was awarded the 2017 Ziegel Award for the best book reviewed in Technometrics in 2017. His current research focus is on recommender systems, and applications of regression methods to small area estimation and bias reduction in observational studies. He is on the editorial boards of the Journal of Statistical Computation and the R Journal. An award-winning teacher, he is the author of The Art of R Programming and Parallel Computation in Data Science: With Examples in R, C++ and CUDA.
"About the title" may belong to another edition of this title.
World of Books Inc
Montgomery, IL, U.S.A.
AbeBooks seller since March 23, 2026
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