Statistical Regression and Classification: From Linear Models to Machine Learning (Chapman & Hall/CRC Texts in Statistical Science) - Tapa dura

Libro 46 de 113: Chapman & Hall/CRC Texts in Statistical Science

Matloff, Norman

 
9781138066465: Statistical Regression and Classification: From Linear Models to Machine Learning (Chapman & Hall/CRC Texts in Statistical Science)
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ISBN 10: 113806646X ISBN 13: 9781138066465
Editorial: Chapman and Hall/CRC, 2017

Sinopsis

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.

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Acerca del autor

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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Editorial
Chapman and Hall/CRC
Año de publicación
2017
Idioma
Inglés
ISBN 10 
113806646X
ISBN 13 
9781138066465
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
532
Contacto del fabricante
Taylor and Francis, GPSR Taylor and Francis
gpsr@taylorandfrancis.com

Taylor & Francis Verlag GmbH, Kaufingerstraße 24
München
80331
Alemania

Otras ediciones populares con el mismo título

9781498710916: Statistical Regression and Classification: From Linear Models to Machine Learning (Chapman & Hall/CRC Texts in Statistical Science)

Edición Destacada

ISBN 10:  1498710913 ISBN 13:  9781498710916
Editorial: Chapman and Hall/CRC, 2017
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