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psychonetrics (version 0.7)

Structural Equation Modeling and Confirmatory Network Analysis

Description

Multi-group (dynamical) structural equation models in combination with confirmatory network models from cross-sectional, time-series and panel data . Allows for confirmatory testing and fit as well as exploratory model search.

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Version

Install

install.packages('psychonetrics')

Monthly Downloads

564

Version

0.7

License

GPL-2

Maintainer

Sacha Epskamp

Last Published

April 1st, 2020

Functions in psychonetrics (0.7)

compare

Model comparison
dlvm1

Lag-1 dynamic latent variable model family of psychonetrics models for panel data
covML

Maximum likelihood covariance estimate
bifactor

Bi-factor models
bootstrap

Bootstrap a psychonetrics model
emergencystart

Reset starting values to simple defaults
changedata

Change the data of a psychonetrics object
esa

Ergodic Subspace Analysis
groupequal

Group equality constrains
getmatrix

Extract an estimated matrix
Ising

Ising model
psychonetrics_update

Model updating functions
parequal

Set equality constrains across parameters
prune

Stepdown model search by pruning non-significant parameters.
stepup

Stepup model search along modification indices
ml_lvm

Multi-level latent variable model family
simplestructure

Generate factor loadings matrix with simple structure
meta_varcov

Variance-covariance and GGM meta analysis
tsdlvm1

Lag-1 dynamic latent variable model family of psychonetrics models for time-series data
Jonas

Jonas dataset
unionmodel

Unify models across groups
runmodel

Run a psychonetrics model
latentgrowth

Latnet growth curve model
fit

Print fit indices
fixpar

Parameters modification
setverbose

Should messages of computation progress be printed?
lvm

Continuous latent variable family of psychonetrics models
parameters

Print parameter estimates
generate

Generate data from a fitted psychonetrics object
var1

Lag-1 vector autoregression family of psychonetrics models
varcov

Variance-covariance family of psychonetrics models
getVCOV

Obtain the asymptotic covariance matrix
modelsearch

Stepwise model search
ml_tsdlvm1

Multi-level Lag-1 dynamic latent variable model family of psychonetrics models for time-series data
psychonetrics-class

Class "psychonetrics"
psychonetrics-package

psychonetrics
duplicationMatrix

Model matrices used in derivatives
MIs

Print modification indices
setestimator

Convenience functions
StarWars

Star Wars dataset