000			a
999			_c33167 _d33167
008			240404b xxu||||| |||| 00| 0 eng d
020			_a9780198864745 _chbk.
082			_a530.13 _bCOC
100			_aCocco, Simona
245			_aFrom statistical physics to data-driven modelling : with applications to quantitative biology
260			_bOxford University Press, _c2022 _aOxford :
300			_aviii, 183 p. ; _bill., _c26 cm.
365			_b49.99 _c£ _d109.40
490			_aOxford
504			_aIncludes bibliographical references and index.
520			_aAimed at graduate students, this textbook examines the importance of data analysis to understanding biological, physical, and chemical systems, and outlines its practical applications at the intersection of probability theory, statistics, optimisation, statistical physics, inference, and machine learning.
650			_aBiology Data processing
650			_aPhysics
650			_aQuantitative research
650			_aScience
650			_aStatistical physics
650			_aTime series
650			_aMarkov models
650			_aBayesian Analysis;
650			_aBiotechnology
650			_aPriors regularisation sparsity
700			_aMonasson, Rémi
710			_aZamponi, Francesco
942			_2ddc _cBK