Introduction_to_Bayesian_Statistics1

《Introduction_to_Bayesian_Statistics1》由会员上传分享，免费在线阅读，更多相关内容在行业资料-天天文库。

1、IntroductiontoBayesianStatisticsMikeGoddardUniversityofMelbourneandVictorianInstituteofAnimalScienceTHEBAYESIANVSFREQUENTISTDEBATE...........................................................................136BAYESTHEOREM................................................

2、..........................................................................136ESTIMATINGAPARAMETER.....................................................................................................138FIXEDANDRANDOMEFFECTS..............................................

3、...................................................141ESTIMATINGMULTIPLEPARAMETERS................................................................................145STATISTICALINFERENCE...................................................................................

4、.......................147COMPUTATIONALPROBLEMS..................................................................................................148GIBBSSAMPLING...........................................................................................................

5、................149MCMC............................................................................................................................................149GIBBSSAMPLING.........................................................................................

6、....................................149BURN-IN...........................................................................................................................................152AUTO-CORRELATIONBETWEENCYCLESANDREDUCIBILITY....................................

7、....................152JOINTSAMPLINGOFMORETHANONEPARAMETER......................................................................152NUMBEROFGIBBSCYCLESNEEDED.....................................................................................153ANEXAMPLEWITHACONTINUOUS

8、VARIABLE.................................................................154GIBBSSAMPLINGINALINEARMODEL.....................