000			01255cam a2200241 i 4500
999			_c51419 _d52966
003			ISURa
008			160928s2017 flua b 001 0 eng
020			_a9781482258592
041			_aEnglish
082	0	0	_a572.8 _2MOS
100	1		_aMoses, Alan _972316
245	1	0	_aStatistical modeling and machine learning for molecular biology
260			_aBoca Raton _b CRC Press, Taylor & Francis Group _c2017
300			_axvi, 264 p. _c24 cm.
440			_a Chapman and Hall/CRC mathematical & computational biology series. _972317
500			_a"A Chapman & Hall book."
520			_a 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.
650		0	_aMolecular biology _xStatistical methods. _972318
650		0	_aMolecular biology _xData processing. _972319
650		0	_amachine learning _969133
650		0	_aStatistical modeling _972336
942			_2ddc _cLN