CRAN/E | FCO

FCO

Flexible Cutoffs for Model Fit Evaluation in Covariance-Based Structural Models

Installation

About

A toolbox to derive flexible cutoffs for fit indices in 'Covariance-based Structural Equation Modeling' based on the paper by 'Niemand & Mai (2018)' doi:10.1007/s11747-018-0602-9. Flexible cutoffs are an alternative to fixed cutoffs - rules-of-thumb - regarding an appropriate cutoff for fit indices such as 'CFI' or 'SRMR'. It has been demonstrated that these flexible cutoffs perform better than fixed cutoffs in grey areas where misspecification is not easy to detect. The package provides an alternative to the tool at as it allows to tailor flexible cutoffs to a given dataset and model, which is so far not available in the tool. The package simulates fit indices based on a given dataset and model and then estimates the flexible cutoffs. Some useful functions, e.g., to determine the 'GoF-' or 'BoF-nature' of a fit index, are provided. So far, additional options for a relative use (is a model better than another?) are provided in an exploratory manner.

Key Metrics

Version 0.8.0
R ≥ 3.5.0
Published 2023-03-17 414 days ago
Needs compilation? no
License GPL (≥ 3)
CRAN checks FCO results

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Maintainer

Maintainer

Thomas Niemand

thomas.niemand@gmail.com

Authors

Thomas Niemand

aut / cre

Robert Mai

ctb

Material

README
NEWS
Reference manual
Package source

Vignettes

FCO

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

FCO archive

Depends

R ≥ 3.5.0

Imports

lavaan
semTools
parallel
checkmate
data.table

Suggests

rmarkdown
knitr
ggplot2
MASS
testthat