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

sem

Structural Equation Models

Functions for fitting general linear structural equation models (with observed and latent variables) using the RAM approach, and for fitting structural equations in observed-variable models by two-stage least squares.

Functions (25)

Bollen

Bollen's Data on Industrialization and Political Democracy

CNES

Variables from the 1997 Canadian National Election Study

HS.data

Holizinger and Swineford's Data

Klein

Klein's Data on the U. S. Economy

Kmenta

Partly Artificial Data on the U. S. Economy

ML.methods

Methods for sem Objects Fit Using the objectiveML, objectiveGLS, objectiveFIML, msemObjectiveML, and msemObjectiveGLS Objective Functions

Tests

Six Mental Tests

bootSem

Bootstrap a Structural Equation Model

effects

Total, Direct, and Indirect Effects for Structural Equation Models

fscores

Factor Scores for Latent Variables

information.criteria

Additional Information Criteria

miSem

Estimate a Structural Equation Model By Multiple Imputation

modIndices

Modification Indices for Structural Equation Models

objective.functions

sem Objective-Function Builders

optimizers

sem Optimizers

pathDiagram

Draw Path Diagram

ram

RAM Matrix for a Structural-Equation Model

rawMoments

Compute Raw Moments Matrix

readMoments

Input a Covariance, Correlation, or Raw Moment Matrix

residuals

Residual Covariances for a Structural Equation Model

sem

General Structural Equation Models

sem-deprecated

Deprecated Functions in the sem Package

specifyModel

Specify a Structural Equation Model

standardizedCoefficients

Standardized Coefficients for Structural Equation Models

tsls

Two-Stage Least Squares

sem

Structural Equation Models

v3.1-11

GPL (>= 2)

Authors

John Fox [aut, cre], Zhenghua Nie [aut], Jarrett Byrnes [aut], Michael Culbertson [ctb], Saikat DebRoy [ctb], Michael Friendly [ctb], Benjamin Goodrich [ctb], Richard H. Jones [ctb], Adam Kramer [ctb], Georges Monette [ctb], R-Core [ctb]

Initial release

2020-05-16

sem

Functions (25)

sem

We don't support your browser anymore