probability theory the logic of science - e. t. jaynes

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1、ProbabilityTheory:TheLogicOfSciencebyEdwinJaynesProbabilityTheory:TheLogicOfScienceByE.T.JaynesThematerialavailablefromthispageisapdfversionofJaynes'book.Ifyouneedpostscriptpleasefollowthislink:postscriptTableOfContentsPreambleandTableOfContents1PlausibleReasoning2TheQuantitativeRu

2、les3ElementarySamplingTheoryFigure3-14ElementaryHypothesisTestingFigure4-15QueerUsesForProbabilityTheory6ElementaryParameterEstimationFigure6-1Figure6-27TheCentralGaussian,OrNormal,Distribution8Sufficiency,Ancillarity,AndAllThat9RepetitiveExperiments-ProbabilityandFrequencyhttp://b

3、ayes.wustl.edu/etj/prob.html(1of3)[5/28/200111:29:25PM]ProbabilityTheory:TheLogicOfSciencebyEdwinJaynes10PhysicsOf``RandomExperiments''11DiscretePriorProbabilities-TheEntropyPrinciple13DecisionTheory-HistoricalBackground14SimpleApplicationsOfDecisionTheory15ParadoxesOfProbabilityTh

4、eoryFigure15-116OrthodoxMethods:HistoricalBackground17PrinciplesandPathologyofOrthodoxStatistics18TheApDistributionAndRuleOfSuccession19PhysicalMeasurements20TrendandSeasonalityInTimeSeries21RegressionAndLinearModels24ModelComparison27IntroductionToCommunicationTheory30MaximumEntro

5、py:MatrixFormulationReferencesAOtherApproachesToProbabilityTheoryBMathematicalFormalitiesAndStyleChttp://bayes.wustl.edu/etj/prob.html(2of3)[5/28/200111:29:25PM]ProbabilityTheory:TheLogicOfSciencebyEdwinJaynesConvolutionsAndCumulantsCMultivariateGaussianIntegralsAtarfilecontaininga

6、llofthepdfisavailable.Additionally,atarfilecontainingthesechaptersaspostscriptisalsoavailable.LarryBretthorst1998-07-14http://bayes.wustl.edu/etj/prob.html(3of3)[5/28/200111:29:25PM]ProbabilityTheory:TheLogicofSciencebyE.T.JaynesWaymanCrowProfessorofPhysicsWashingtonUniversitySt.Lo

7、uis,MO63130,U.S.A.DedicatedtotheMemoryofSirHaroldJereys,whosawthetruthandpreservedit.cFragmentaryEditionofMarch1996.Copyright1995byEdwinT.Jaynes.iiPROBABILITYTHEORY{THELOGICOFSCIENCEShortContentsPARTA-PRINCIPLESANDELEMENTARYAPPLICATIONSChapter1PlausibleReasoningChapter2Quantitativ

8、eRules:TheCoxTheoremsChapt