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semEff

Automatic Calculation of Effects for Piecewise Structural Equation Models

Provides functionality to automatically calculate direct, indirect, and total effects for piecewise structural equation models, comprising lists of fitted models representing structured equations (Lefcheck 2016 <doi:10/f8s8rb>). Confidence intervals are provided via bootstrapping.

Functions (27)

Object.Type

Object Types

Param.Type

Parameter Types

R2

(Pseudo) R-squared

RVIF

Root Variance Inflation Factors

Shipley

Simulated Data from Shipley (2009)

Shipley.Growth

Candidate Model Set from Shipley 'Growth' Model

Shipley.SEM

Hypothesised SEM from Shipley (2009)

Shipley.SEM.Boot

Bootstrapped Estimates for Shipley SEM

Shipley.SEM.Eff

Effects for Shipley SEM

VIF

Generalised Variance Inflation Factors

avgEst

Weighted Average of Model Estimates

bootCI

Bootstrap Confidence Intervals

bootEff

Bootstrap Effects

getData

Get Model Data

getEff

Get SEM Effects

getY

Get Model Response Variable

glt

Generalised Link Transformation

pSapply

Parallel sapply

predEff

Predict Effects

print.semEff

Print SEM Effects

rMapply

Recursive mapply

sdW

Weighted Standard Deviation

semEff

SEM Effects

semEff-package

semEff: Automatic Calculation of Effects for Piecewise Structural Equation Models

stdEff

Standardised Effects

varW

Weighted Variance

xNam

Get Model Term Names

semEff

Automatic Calculation of Effects for Piecewise Structural Equation Models

v0.5.0
GPL-3
Authors
Mark Murphy [aut, cre]
Initial release

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