Get additional fit-indices for a model with umxFitIndices
Computes a variety of fit indices. Originated in this thread: http://openmx.ssri.psu.edu/thread/765
umxFitIndices(model, ...)
model |
The |
... |
Additional parameters passed to |
Note: This function is currently not robust across multi-group designs or definition variables. It is designed to provide residual-based fit indices (SRMR, CRMR, SMAR, CMAR, etc.) and less-often reported fit indices where Reviewer 2 wants something other than CFA/TLI/RMSEA.
Fit information reported includes:
Model characteristics: numObs, estimated parameters, observed statistics, observed summary statistics, -2*log(Likelihood), degrees of freedom
Chi-squared test: Chi, ChiDoF, p (of Chi), ChiPerDoF,
Noncentrality-based indices: RMSEA, RMSEACI, RMSEANull, RMSEAClose (p value), independenceRMSEA, NCP, NCPCI, F0, F0CI, Mc (aka NCI, MFI)
Comparative fit indices: TLI (aka NNFI), CFI, IFI, PRATIO, PCFI
Residual-based indices: RMR, SRMR, SRMR_mplus, CRMR, MAR, SMAR, SMAR_mplus, CMAR
Information-theory criteria (computed using chi-square or -2LL; df or parameters penalties) AIC, AICc, BIC, SABIC, CAIC, BCC ECVI, ECVICI, MECVI, MECVICI
LISREL and other early fit indices (we recommend not reporting these) GFI, AGFI, PGFI, GH, NFI, PNFI, RFI
Want more? Open an Issue at GitHub.
List of fit statistics
Brenton M. Wiernik, Athanassios Protopapas, Paolo Ghisletta, Markus Brauer
Other Reporting functions:
RMSEA.MxModel(),
RMSEA.summary.mxmodel(),
RMSEA(),
extractAIC.MxModel(),
loadings(),
residuals.MxModel(),
tmx_show.MxMatrix(),
tmx_show(),
umxCI_boot(),
umxCI(),
umxConfint(),
umxExpCov(),
umxExpMeans(),
umxRotate()
## Not run:
library(umx)
data(demoOneFactor)
latents = c("G")
manifests = names(demoOneFactor)
m1 = umxRAM("One Factor",
data = mxData(cov(demoOneFactor), type = "cov", numObs = 500),
umxPath(latents, to = manifests),
umxPath(var = manifests),
umxPath(var = latents, fixedAt = 1)
)
umxFitIndices(m1)
# And with raw data
m2 = umxRAM("m1", data = demoOneFactor,
umxPath(latents, to = manifests),
umxPath(v.m. = manifests),
umxPath(v1m0 = latents)
)
umxFitIndices(m1, refModels = mxRefModels(m2, run = TRUE))
## End(Not run)Please choose more modern alternatives, such as Google Chrome or Mozilla Firefox.