Statistical modeling and machine learning for molecular biology
Moses, Alan
Statistical modeling and machine learning for molecular biology - Boca Raton CRC Press, Taylor & Francis Group 2017 - xvi, 264 p. 24 cm. - Chapman and Hall/CRC mathematical & computational biology series. .
"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.
9781482258592
Molecular biology--Statistical methods.
Molecular biology--Data processing.
machine learning
Statistical modeling
572.8
Statistical modeling and machine learning for molecular biology - Boca Raton CRC Press, Taylor & Francis Group 2017 - xvi, 264 p. 24 cm. - Chapman and Hall/CRC mathematical & computational biology series. .
"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.
9781482258592
Molecular biology--Statistical methods.
Molecular biology--Data processing.
machine learning
Statistical modeling
572.8