control.fixed

Control variables in control.* for use with inla(). The functions can be used to TAB-complete arguments, and returns a list of the default control arguments, unless overridden by specific input arguments.

control.vb(
  enable = "auto",
  strategy = c("mean", "variance"),
  verbose = TRUE,
  iter.max = 25,
  emergency = 25,
  f.enable.limit = c(30, 25, 1024, 768),
  hessian.update = 2,
  hessian.strategy = c("default", "full", "partial", "diagonal")
)

inla.set.control.vb.default(...)

Arguments

enable

Logical/Character Use this feature? If "auto" this will be selected automatically.

strategy

Character What to correct, either "mean" or "variance".

verbose

Logical Be verbose or not.

iter.max

Integer Maximum number of iterations.

emergency

Numeric If the standardized correction for the mean is larger than this value, then call the vb.correction off and issue a warning

f.enable.limit

Vector of length 4. The size limit to correct for a f(). First element is for strategy="mean". Second element is for strategy="variance". Third element is overall maximum dimension of the correction for strategy="mean". Forth element is overall maximum dimension of the correction for strategy="variance".

hessian.update

How many times the Hessian is updated for each correction.

hessian.strategy

Select strategy for computing the Hessian matrix for strategy="variance", one of "full", "diagonal", "partial" and "default".

...

Named arguments passed on to the main function

Details

control.vb List of arguments for various VB corrections. Used for control.inla control.vb specifications.

See also

Other control: control.bgev(), control.compute(), control.expert(), control.family(), control.fixed(), control.gcpo(), control.group(), control.hazard(), control.inla(), control.lincomb(), control.link(), control.lp.scale(), control.mix(), control.mode(), control.numa(), control.pardiso(), control.pom(), control.predictor(), control.scopy(), control.sem(), control.stiles(), control.taucs(), control.update()