calculateCorrectionFactors: Internal: Calculate PLSc correction factors

In cSEM: Composite-Based Structural Equation Modeling

Internal: Calculate PLSc correction factors

Description

Calculates the correction factor used by PLSc.

Usage

calculateCorrectionFactors(
 .S               = args_default()$.S,
 .W               = args_default()$.W,
 .modes           = args_default()$.modes,
 .csem_model      = args_default()$.csem_model,
 .PLS_approach_cf = args_default()$.PLS_approach_cf
 )

Arguments

.S	The (K x K) empirical indicator correlation matrix.
.W	A (J x K) matrix of weights.
.modes	A vector giving the mode for each construct in the form "name" = "mode". Only used internally.
.csem_model	A (possibly incomplete) cSEMModel-list.
.PLS_approach_cf	Character string. Approach used to obtain the correction factors for PLSc. One of: "dist_squared_euclid", "dist_euclid_weighted", "fisher_transformed", "mean_arithmetic", "mean_geometric", "mean_harmonic", "geo_of_harmonic". Defaults to "dist_squared_euclid". Ignored if .disattenuate = FALSE or if .approach_weights is not PLS-PM.

Details

Currently, seven approaches are available:

• "dist_squared_euclid" (default)

• "dist_euclid_weighted"

• "fisher_transformed"

• "mean_geometric"

• "mean_harmonic"

• "mean_arithmetic"

• "geo_of_harmonic" (not yet implemented)

See \insertCiteDijkstra2013cSEM for details.

Value

A numeric vector of correction factors with element names equal to the names of the J constructs used in the measurement model.

References

\insertAllCited

cSEM documentation built on Nov. 25, 2022, 1:05 a.m.