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Warns about divergent transitions, iterations that hit the maximum tree depth, chains that did not come back, split-Rhat above 1.01 or 1.05, and bulk or tail effective sample sizes below 400. A diagnostic the backend did not supply is reported as unavailable rather than read as clean. mlumr() runs this check after sampling; call it again on a stored fit to see the same verdict.

Usage

check_diagnostics(fit)

Arguments

fit

An mlumr_fit object.

Value

NULL, invisibly; called for its warnings and messages.