Bayesian

  • CameronDavidson-Pilon
  • 作者CameronDavidson-Pilon,接触过数学在多个领域的应用——从基因和疾病的动态演化,到金融价格的随机模型。他对于开源社区主要的贡献包括这本书以及lifelin...
  • JamesO.Berger
  • Therelationships(bothconceptualandmathematical)betweenBayesiananalysisandstatisticaldeci...
  • MarkJ.Schervish
  • Theaimofthisgraduatetextbookistoprovideacomprehensiveadvancedcourseinthetheoryofstatisti...
  • HaroldJeffreys
  • AnothertitleinthereissuedOxfordClassicTextsinthePhysicalSciencesseries,Jeffrey'sTheoryof...
  • RichardMcElreath
  • StatisticalRethinking:ABayesianCoursewithExamplesinRandStanbuildsreaders’knowledgeofandc...
  • 茆诗松
  • 《高等院校统计学专业规划教材·贝叶斯统计》共六章,可分二部分。前三章围绕先验分布介绍贝叶斯推断方法。后三章围绕损失函数介绍贝叶斯决策方法。阅读这些内容仅需要概率统计基本知识就够...
  • TimoKoski
  • BayesianNetworks:AnIntroductionprovidesaself-containedintroductiontothetheoryandapplicat...
  • DavidBarber
  • Machinelearningmethodsextractvaluefromvastdatasetsquicklyandwithmodestresources.Theyaree...