Pose chose the eorreetdefinition of Mock an parando b) Favor the simplest (small
ID: 3364115 • Letter: P
Question
Pose chose the eorreetdefinition of Mock an parando b) Favor the simplest (smallest hypothesls consistent with the data a) Estimate counts om small amount of daia e) Favor the simpler model, since the d) Draw general conelusion about probability of the observed data under a the future from specifie observation comples model with a very diffise prior fom the past will be very small S. Please choose the reso of pathologles the fresquentist statisties a) condition on the observed data D, and avenge on the system parameter 0, b) condition on the true parameter value , and average over hypothetical future dataset D 6. Please mark discrete (D), continuous (C) and joint (J) probability distributio () Gamma ) Dirichlet () Multinoulli ) Multivariate Gaussian ) Pareto ) Empirical, 7. Please choose the alwntages of e exponential robability distributions family (several wariants are possible) a) family of distributions with finite b) family of distributions for which sized sufficient statistics d) the family of distributions that makes e) core of generalized linear models the least set of assumptions conjugate priors exist;Explanation / Answer
6) GAMMA CONTINUOS
MLTIVARIATE GAUSSIAN CONTINUOUS
DIRICHLET CONTINUOUS
MULTINOULI DISCRETE
PARETO (CONTINUOS)
EMPIRICAL (CUMLATIVE DISTRIBUTION FUNCTION )
7) ADVANTAGES OF EXPONENTIAL FAMILY DISTRIBUTION:
i) finite sized sufficient statistics
ii) have conjugate priors
iii) core of generalized linear models.
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