simsem: SimMatrix-class – R documentation

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SimMatrix-class

Matrix object: Random parameters matrix

Description

This object can be used to represent a matrix in SEM model. It contains free parameters, fixed values, starting values, and model misspecification. This object can be represented mean, intercept, or variance vectors.

Objects from the Class

This object is created by bind or binds function.

Slots

free:: The free-parameter vector. Any NA elements or character elements are free. Any numeric elements are fixed as the specified number. If any free elements have the same characters (except NA), the elements are equally constrained.
popParam:: Real population parameters of the free elements.
misspec:: Model misspecification that will be added on top of the fixed and real parameters.
symmetric:: If TRUE, the specified matrix is symmetric.

Methods

rawDraw: Draws data-generation parameters.
summaryShort: Provides a short summary of all information in the object
summary: Provides a thorough description of all information in the object

Author(s)

Sunthud Pornprasertmanit (psunthud@gmail.com)

Examples

showClass("SimMatrix")

loading <- matrix(0, 6, 2)
loading[1:3, 1] <- NA
loading[4:6, 2] <- NA
loadingValues <- matrix(0, 6, 2)
loadingValues[1:3, 1] <- 0.7
loadingValues[4:6, 2] <- 0.7
LY <- bind(loading, loadingValues)
summary(LY)
rawDraw(LY)

LY <- bind(loading, "rnorm(1, 0.6, 0.05)")
summary(LY)
rawDraw(LY)

mis <- matrix("runif(1, -0.1, 0.1)", 6, 2)
mis[is.na(loading)] <- 0
LY <- bind(loading, "rnorm(1, 0.6, 0.05)", mis)
summary(LY)
rawDraw(LY)

simsem

SIMulated Structural Equation Modeling

v0.5-16

GPL (>= 2)

Authors

Sunthud Pornprasertmanit [aut], Patrick Miller [aut], Alexander Schoemann [aut] (<https://orcid.org/0000-0002-8479-8798>), Terrence D. Jorgensen [aut, cre] (<https://orcid.org/0000-0001-5111-6773>), Corbin Quick [ctb]

Initial release

2021-03-28