Convergence Report for simulated parameters (ParameterConvergenceData)
Source:R/StoxDataTypes.R
ParameterConvergenceData.RdConvergence Report for multi-chained simulated parameters, such as MCMC simulations with Reca. 'chains' in this respect refers to statistically independent simulations.
list with one members 'ConvergenceReport',
which is a data.table containing the following columns:
- Parameter
Identifies the parameter that is summarized.
- InterVariance
The Mean-Squared-Deviation the means of the parameter in each chain, to the mean across all chains
- IntraVariance
The mean of the within-chain variances of the parameter
- GelmanRubinR
Gelman-Rubins R
Details
Gelman-Rubins R is described by Gelman and Rubin (Statistical Science, 1992): DOI: https://doi.org/10.1214/ss/1177011136
See also
RunRecaModels for running Reca-analysis
ReportParameterConvergence
for creating ParameterConvergenceData.