Statistical modeling and machine learning for molecular biology/ Alan M. Moses

By: Moses, Alan MSeries: (Chapman and Hall/CRC mathematical & computational biology series)Publication details: Boca Raton: CRC Press, 2017Description: xvi, 264 p. : ill. ; 24 cmISBN: 9781482258592Subject(s): Molecular biology--Data processing | Molecular biology--Statistical methods | Molecular biologyDDC classification: 572.8
Contents:
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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Item type Current library Call number Status Date due Barcode Item holds
General Books General Books Central Library, Sikkim University
General Book Section 		572.8 MOS/S (Browse shelf(Opens below)) Available 49787
Total holds: 0

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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