Statistical modeling and machine learning for molecular biology

By:

Moses, Alan

Material type: Text

TextLanguage: English Language Series: Chapman and Hall/CRC mathematical & computational biology seriesPublication details: Boca Raton CRC Press, Taylor & Francis Group 2017Description: xvi, 264 p. 24 cmISBN:

9781482258592

Subject(s):

DDC classification:

572.8 MOS

Summary: Across statistical modeling and machine learning on a shoestring -- Statistical modeling -- Multiple testing -- Parameter estimation and multivariate statistics -- Distance-based clustering -- Mixture models and hidden variables for clustering and beyond -- Univariate regression -- Multiple regression -- Regularization in multiple regression and beyond -- Linear classification -- Nonlinear classification -- Evaluating classifiers.

Item type:

Lending Books

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Holdings
Item type	Current library	Collection	Call number	Status	Date due	Barcode	Item holds
Sheduled Reference	Applied Sciences Library Reference Section	Reference Collection	572.8 MOS (Browse shelf(Opens below))	Available		112969

Total holds: 0

"A Chapman & Hall book."

Across statistical modeling and machine learning on a shoestring --
Statistical modeling --
Multiple testing --
Parameter estimation and multivariate statistics --
Distance-based clustering --
Mixture models and hidden variables for clustering and beyond --
Univariate regression --
Multiple regression --
Regularization in multiple regression and beyond --
Linear classification --
Nonlinear classification --
Evaluating classifiers.

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