cSEM: calculateReliabilities – R documentation

Pricing

Become an expert in R — Interactive courses, Cheat Sheets, certificates and more!

Get Started for Free

Documentation

cSEM

calculateReliabilities

Internal: Calculate Reliabilities

Description

Internal: Calculate Reliabilities

Usage

calculateReliabilities(
  .X = args_default()$.X,
  .S = args_default()$.S,
  .W = args_default()$.W,
  .approach_weights = args_default()$.approach_weights,
  .csem_model = args_default()$.csem_model,
  .disattenuate = args_default()$.disattenuate,
  .PLS_approach_cf = args_default()$.PLS_approach_cf,
  .reliabilities = args_default()$.reliabilities
)

Arguments

`.X`	A matrix of processed data (scaled, cleaned and ordered).
`.S`	The (K x K) empirical indicator correlation matrix.
`.W`	A (J x K) matrix of weights.
`.approach_weights`	Character string. Approach used to obtain composite weights. One of: "PLS-PM", "SUMCORR", "MAXVAR", "SSQCORR", "MINVAR", "GENVAR", "GSCA", "PCA", "unit", "bartlett", or "regression". Defaults to "PLS-PM".
`.csem_model`	A (possibly incomplete) cSEMModel-list.
`.disattenuate`	Logical. Should composite/proxy correlations be disattenuated to yield consistent loadings and path estimates if at least one of the construct is modeled as a common factor? Defaults to `TRUE`.
`.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.
`.reliabilities`	A character vector of `"name" = value` pairs, where `value` is a number between 0 and 1 and `"name"` a character string of the corresponding construct name, or `NULL`. Reliabilities may be given for a subset of the constructs. Defaults to `NULL` in which case reliabilities are estimated by `csem()`. Currently, only supported for `.approach_weights = "PLS-PM"`.

cSEM

Composite-Based Structural Equation Modeling

v0.4.0

GPL-3

Authors

Manuel E. Rademaker [aut, cre] (<https://orcid.org/0000-0002-8902-3561>), Florian Schuberth [aut] (<https://orcid.org/0000-0002-2110-9086>), Tamara Schamberger [ctb] (<https://orcid.org/0000-0002-7845-784X>), Michael Klesel [ctb] (<https://orcid.org/0000-0002-2884-1819>), Theo K. Dijkstra [ctb], Jörg Henseler [ctb] (<https://orcid.org/0000-0002-9736-3048>)

Initial release

2021-04-09

calculateReliabilities

Description

Usage

Arguments

cSEM

We don't support your browser anymore