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piecewiseSEM (version 1.0.0)

Piecewise Structural Equation Modeling

Description

Implements piecewise structural equation models.

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Version

Install

install.packages('piecewiseSEM')

Monthly Downloads

2,735

Version

1.0.0

License

GPL-3

Maintainer

Jon Lefcheck

Last Published

October 27th, 2015

Functions in piecewiseSEM (1.0.0)

get.basis.set

Generates basis set for tests of direct separation

sem.lavaan

Constructs variance-covariance based SEM

sem.predict

Returns model predictions for SEM

filter.exogenous

Filter exogenous variables from the basis set for SEM

sem.model.fits

Goodness-of-fit statistics for linear models

get.dag

Generates adjacency matrix from list of structured equations

partial.resid

Calculates partial residuals for two variables

sem.coefs

Retrieves path coefficients for structural equation model

sem.basis.set

Derive independence claims for SEM

shipley2009

Shipley (2009) Tree Data

get.model.control

Formats model control arguments

sem.aic

Extracts AIC scores for piecewise SEM

get.random.formula

Recovers random structure from a mixed model

shipley2013

Shipley (2013) Simulated Data

sem.fisher.c

Goodness-of-fit test for piecewise SEM

sem.fit

Goodness-of-fit tests for piecewise SEM

sem.missing.paths

Evaluate independence claims for piecewise SEM

piecewiseSEM-package

Piecewise Structural Equation Modeling