000			02009nam a22002657a 4500
001			sulbI001818
003			BD-SySUS
005			20160629121106.0
008			160629s2014 enka b 001 0 eng d
020			_a9781107035904 (hardback)
020			_a1107035902 (hardback)
040			_aOU/DLC _beng _cOU _erda _dDLC _dBD-SySUS
082	0	0	_a519.542 _223 _bLIB
100	1		_aLinden, Wolfgang von der, _eauthor. _928240
245	1	0	_aBayesian probability theory : _bapplications in the physical sciences / _cWolfgang von der Linden, Graz University of Technology, Institute for Theoretical and Computational Physics, Graz, Austria, Volker Dose, Max Planck Institute for Plasma Physics, Garching, Germany, Udo von Toussaint, Max Planck Institute for Plasma Physics, Garching, Germany.
260			_aCambridge, United Kingdom : _bCambridge University Press, _cc2014.
300			_axiii, 637 pages : _billustrations ; _c26 cm
504			_aIncludes bibliographical references (pages 620-630) and index.
505	0		_aThe meaning of probability -- Basic definitions -- Bayesian inference -- Combinatrics -- Random walks -- Limit theorems -- Continuous distributions -- The central limit theorem -- Poisson processes and waiting times -- Transformation invariance -- Maximum entropy -- Qualified maximum entropy -- Global smoothness -- Bayesian parameter estimation -- Frequentist parameter estimation -- The Cramer-Rao inequality -- The Bayesian way -- The frequentist way -- Sampling distributions -- Bayesian vs frequentist hypothesis tests -- Regression -- Inconsistent data -- Unrecognized signal contributions -- Change point problems -- Function estimation -- Integral equations -- Model selection -- Bayesian experimental design -- Numerical integration -- Monte Carlo methods -- Nested sampling.
650		0	_aProbabilities. _911074
650		0	_aBayesian statistical decision theory. _928215
700	1		_aDose, Volker, _eauthor. _928241
700	1		_aToussaint, Udo von, _eauthor. _928242
942			_2ddc _cBK
999			_c62162 _d62162