The MCMC Procedure |
ODS Table Names |
PROC MCMC assigns a name to each table it creates. You can use these names to reference the table when using the Output Delivery System (ODS) to select tables and create output data sets. These names are listed in the following table. For more information about ODS, see Chapter 21, Statistical Graphics Using ODS.
ODS Table Name |
Description |
Statement or Option |
---|---|---|
autocorrelation statistics for each parameter |
default |
|
basic statistics for each parameter, including sample size, mean, standard deviation, and percentiles |
default |
|
optimization convergence status |
PROPCOV=method(ITPRINT) |
|
correlation matrix of the posterior samples |
STATS=CORR |
|
covariance matrix of the posterior samples |
STATS=COV |
|
deviance information criterion |
DIC |
|
effective sample size for each parameter |
default |
|
Monte Carlo standard error for each parameter |
default |
|
Geweke diagnostics for each parameter |
default |
|
Heidelberger-Welch diagnostics for each parameter |
DIAGNOSTICS=HEIDEL |
|
optimization input table |
PROPCOV=method(ITPRINT) |
|
equal-tail and HPD intervals for each parameter |
default |
|
optimization iteration history |
PROPCOV=method(ITPRINT) |
|
optimization results table |
PROPCOV=method(ITPRINT) |
|
number of observations |
default |
|
parameter values after either optimization |
PROPCOV=method(ITPRINT) |
|
covariance used in proposal distribution after optimization |
PROPCOV=method(ITPRINT) |
|
summary of the PARMS, BLOCKING, PRIOR, sampling method, and initial value specification |
default |
|
parameter values after the tuning phase |
INIT=PINIT |
|
posterior samples for each parameter |
(for ODS output data set only) |
|
optimization table |
PROPCOV=method(ITPRINT) |
|
Raftery-Lewis diagnostics for each parameter |
DIAGNOSTICS=RAFTERY |
|
history of burn-in and main phase sampling |
default |
|
proposal covariance matrix (for continuous parameters) after the tuning phase |
INIT=PINIT |
|
proposal probability vector (for discrete parameters) after the tuning phase |
INIT=PINIT and DISCRETE=GEO |
|
history of proposal distribution tuning |
default |
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