umxReduce: Reduce models, and report the results.

umxReduceR Documentation

Reduce models, and report the results.

Description

Given a umx model (currently umxACE and umxGxE are supported - ask for more!) umxReduce will conduct a formalised reduction process. It will also report Akaike weights are also reported showing relative support across models.

Specialized functions are called for different type of input:

  1. GxE model reduction For umxGxE() models umxReduceGxE() is called.

  2. ACE model reduction For umxACE() models,umxReduceACE() is called.

umxReduce reports the results in a table. Set the format of the table with umx_set_table_format(), or set report= "html" to open a table for pasting into a word processor.

umxReduce is a work in progress, with more automatic reductions coming as demand emerges. I am thinking for RAM models to drop NS paths, and report that test.

Usage

umxReduce(
  model,
  report = c("markdown", "inline", "html"),
  intervals = TRUE,
  baseFileName = "tmp",
  tryHard = "yes",
  silent = FALSE,
  ...
)

Arguments

model

The mxModel() which will be reduced.

report

How to report the results. "html" = open in browser

intervals

Recompute CIs (if any included) on the best model (default = TRUE)

baseFileName

(optional) custom filename for html output (defaults to "tmp")

tryHard

Default = "yes"

silent

Default = FALSE

...

Other parameters to control model summary

References

  • Wagenmakers, E.J., & Farrell, S. (2004). AIC model selection using Akaike weights. Psychonomic Bulletin and Review, 11, 192-196. \Sexpr[results=rd]{tools:::Rd_expr_doi("10.3758/BF03206482")}

See Also

umxReduceGxE(), umxReduceACE()

Other Model Summary and Comparison: umxCompare(), umxEquate(), umxMI(), umxSetParameters(), umxSummary(), umx

Other Twin Modeling Functions: power.ACE.test(), umxACEcov(), umxACEv(), umxACE(), umxCP(), umxDiffMZ(), umxDiscTwin(), umxDoCp(), umxDoC(), umxGxE_window(), umxGxEbiv(), umxGxE(), umxIP(), umxMRDoC(), umxReduceACE(), umxReduceGxE(), umxRotate.MxModelCP(), umxSexLim(), umxSimplex(), umxSummarizeTwinData(), umxSummaryACEv(), umxSummaryACE(), umxSummaryDoC(), umxSummaryGxEbiv(), umxSummarySexLim(), umxSummarySimplex(), umxTwinMaker(), umx


tbates/umx documentation built on March 16, 2024, 4:26 a.m.