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Statistical modeling and machine learning for molecular biology

By: Material type: TextTextLanguage: 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 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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