Statistical Regression and Classification: From Linear Models to Machine Learning

Name: Statistical Regression and Classification: From Linear Models to Machine Learning
Brand: Taylor & Francis
SKU: 9781498710916
Price: 6452.0 INR
Availability: InStock

by Norman Matloff

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ISBN13: 9781498710916
Binding: Paperback
Subject: N/A
Publisher: Taylor & Francis
Publisher Imprint: CRC Press
Publication Date: August 31, 2017
Pages: 532
Original Price: GBP 76.99
Language: English
Edition: N/A
Item Weight: 794 grams
BISAC Subject(s): Statistics, Machine Theory, and Probability & Statistics / General

About The Book

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.

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.

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