Bayesian Statistics: Techniques and Models
0.13MB. 0 audio & 84 images. Updated 2021-12-05.
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|Front||Define the Raftery-Lewis diagnostic|
|Back||It defines a dependency factor [$]I[/$] that gives the relation of the number of independent samples [$]M[/$] and the required number of iterations [$]n[/$] to get [$]95\%[/$] confidence when estimating the [$]0.25[/$] quantile with [$]0.005[/$] accuracy.[$$]n = I M[/$$]|
|Front||What is a symptom when the Poission regression does not work? What is the solution?|
|Back||It estimates higher variance than [$]\lambda[/$]. This can mean:Bad fitData is overdispersedUse the negative binomial distribution instead as it has higher variance.|
|Front||For what scenario is ANOVA suitable?|
|Back||When the data within groups is not correlated (e.g., Randomized Controlled Trials)|
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