Building and Estimating Structural Equation Models
Converts a contruct of a measurement model into a reflective factor.
Converts interaction of a measurement model into a reflective factors.
Converts all contructs of a measurement model, or just a single constr...
Converts all contructs of a measurement model, or just a single constr...
Specifies inter-item covariances that should be supplied to CBSEM esti...
Return all path bootstraps as a long dataframe. Columns of the datafra...
seminr bootstrap_model Function
Open Edotor graphViz Website with the preloaded in the Browser
A function to create regression plots (maybe not needed?)
Composite construct measurement model specification
Function to calculate Akaike weights for IT Criteria
Measurement functions
Returns R-sq of a dv given correlation matrix of ivs, dv cors <- cbsem...
seminr csem2seminr() function
Cross-tabulates columns of a dataframe into a matrix with NAs for unsp...
Generates the dot code for the measurement model
Creates a dot string with a network graph of constructs based on HTMT ...
Generate a dot graph from various SEMinR models
generates the dot code for a subgraph (per construct)
The default template for labeling bootstrapped edges
A minimal template for labeling bootstrapped edges that only shows the...
Wrap a text in single quotes
seminr estimate_cbsem() function
seminr estimate_cfa() function
seminr estimate_lavaan_ten_berge() function
Performs PLS-MGA to report significance of path differences between tw...
seminr estimate_pls() function
extract bootstrapped statistics from an edge using a row_index
Helper function that applies formatting to each construct
extracts the constructs and their types from the model
gets the mm_edge value (loading, weight) for bootstrapped and regular ...
extract mm edges from model for a given index of all constructs
gets the individual nodes and applies formatting
Helper function that applies formatting to each construct
Helps to render a node label for endogenous variables
Helps to render a node label for exogenous variables
seminr fSquared Function
Gets the optimal size for construct elements in the plot
Returns the type of a construct from a model
Get dot string for global theme options
Get dot string for global theme options
Gets the optimal size for manifest elements in the plot
individual styles for measurement model edges
Get a string to insert into a node specification using the themed shap...
get global measurement model node style
Get a string to insert into a node specification using the themed shap...
Get Documentation for theme options to use in Addin
Formats the style of the structural model edges
Formats the style of the structural model edges
higher_composite
higher_reflective
Interaction function
Tests whether the i_th construct is endogenous or not
Specifies pair of items, or sets of items, that should covary. Used to...
Retrieve the last plot to be modified or created.
Function to clean data of omitted values by mean replacement
Outer weighting scheme functions to estimate construct weighting.
Outer weighting scheme functions to estimate construct weighting.
Multi-items measurement model specification
The default template for labeling endogenous construct nodes
The default template for labeling exogenous construct nodes
orthogonal creates interaction measurement items by using the orthog...
Create a list of section content from every documentation page from a ...
Inner weighting scheme functions to estimate inner paths matrix
Inner weighting scheme functions to estimate inner paths matrix
Plots a network graph of constructs based on HTMT measures
Function for plotting interaction plot for moderated PLS or CBSEM mode...
Function for plotting the measurement model reliability metrics of a P...
Plot various SEMinR models
seminr PLSc Function
Predictive Scheme
Predictive Scheme
Predict_pls performs either k-fold or LOOCV on a SEMinR PLS model and ...
Summary function for PLS-MGA
product_indicator creates interaction measurement items by scaled pr...
Format p values for the output and removes trailing numbers when p > ....
Format p values for the output and removes trailing numbers when p > ....
Reflective construct measurement model specification
Structural specification functions for seminr package
Functions for reporting the Path Coefficients and R2 of endogenous con...
Reruns a previously specified seminr PLS model
Reruns a previously specified seminr model/analysis
seminr rho_A Function
seminr rhoC_AVE() function
Saves a SEMinR model plot to file
Create a theme for a seminr graph visualization
The theme function for an inverted theme on black background.
A colored theme
Get and set the active theme
A theme function for a basic b/w theme
Set the last plot to be fetched by lastplot()
seminr simplePLS Function
Single-item measurement model specification
Function for plotting a slope analysis for an interaction in a PLS mod...
seminr specific effect significance function
seminr specify_model() function
Standardize (scale) a matrix/df and report interpretable errors
seminr total indirect confidence intervals function
Creates an interaction measurement item using a two-stage approach. Th...
Outer weighting scheme functions to estimate construct weighting.
Should a construct type use weights or loadings
A powerful, easy to use syntax for specifying and estimating complex Structural Equation Models. Models can be estimated using Partial Least Squares Path Modeling or Covariance-Based Structural Equation Modeling or covariance based Confirmatory Factor Analysis. Methods described in Ray, Danks, and Valdez (2021).