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ID:40479009
大小:5.83 MB
页数:538页
时间:2019-08-03
《(book)A Concise Course in Statistical Inference》由会员上传分享,免费在线阅读,更多相关内容在学术论文-天天文库。
1、AllofStatistics:AConciseCourseinStatisticalInferenceBriefContents1.Introduction…………………………………………………………11PartIProbability2.Probability…………………………………………………………...213.RandomVariables…………………………….…………………….374.Expectation…………………………………………………………..695.Equalities…………………………………………………………….856.ConvergenceofRandomVar
2、iables………………………………...89PartIIStatisticalInference7.Models,StatisticalInferenceandLearning………………………1058.EstimatingtheCDFandStatisticalFunctionals…………………1179.TheBootstrap………………………………………………………12910.ParametricInference……………………………………………..14511.HypothesisTestingandp-values…………………………………17912.BayesianInfere
3、nce………………………………………………..20513.StatisticalDecisionTheory……………………………………….227PartIIIStatisticalModelsandMethods14.LinearRegression………………………………………………...24515.MultivariateModels……………………………………………...26916.InferenceaboutIndependence…………………………………..27917.UndirectedGraphsandConditionalIndependence……………29718.Log
4、linearModels…………………………………………………30919.CausalInference………………………………………………….32720.DirectedGraphs………………………………………………….34321.NonparametriccurveEstimation……………………………….35922.SmoothingUsingOrthogonalFunctions..………………………39323.Classification……………………………………………………..42524.StochasticProcesses………………………………………………47325.
5、SimulationMethods………………………………………………505AppendixFundamentalConceptsinInference !#"%$&%')(*,+.-0/12!34+5-6(*879:<;2+.=,>"?/9@#"%=A/B"%CD3E!9:%FG=+5G7,9:!/B"H/+.$5+5(JIK"%G=-@(*"H(*+5-@(*+5CL-M'N!9O-P(*F=,LG#(*-+.G-P(D"H(:+.-@(:+.CQ-LRSCL!T7F,(:L9U-:CQ+.Q
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