Domain-Specific Language for Building and Estimating Structural Equation Models


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Documentation for package ‘seminr’ version 1.1.0

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as.reflective Converts all contructs of a measurement model, or just a single construct into reflective factors.
as.reflective.construct Converts a contruct of a measurement model into a reflective factor.
as.reflective.interaction Converts interaction of a measurement model into a reflective factors.
as.reflective.measurement_model Converts all contructs of a measurement model, or just a single construct into reflective factors.
associations Specifies inter-item covariances that should be supplied to CBSEM estimation ('estimate_cbsem') or CFA estimation ('estimate_cfa')
bootstrap_model seminr bootstrap_model Function
composite Composite construct measurement model specification
confidence_interval seminr confidence intervals function
constructs Measurement functions
correlation_weights Outer weighting scheme functions to estimate construct weighting.
df_xtab_matrix Cross-tabulates columns of a dataframe into a matrix with NAs for unspecified pairs
estimate_cbsem seminr estimate_cbsem() function
estimate_cfa seminr estimate_cfa() function
estimate_lavaan_ten_berge seminr estimate_lavaan_ten_berge() function
estimate_pls seminr estimate_pls() function
fSquared seminr fSquared Function
higher_composite higher_composite
interaction_term Interaction function
item_errors Specifies pair of items, or sets of items, that should covary. Used to specify error covariances for 'associations'.
mobi Measurement Instrument for the Mobile Phone Industry
mode_A Outer weighting scheme functions to estimate construct weighting.
mode_A, Outer weighting scheme functions to estimate construct weighting.
mode_B Outer weighting scheme functions to estimate construct weighting.
mode_B, Outer weighting scheme functions to estimate construct weighting.
multi_items Multi-items measurement model specification
orthogonal 'orthogonal' creates interaction measurement items by using the orthogonalized approach wherein
paths Structural specification functions for seminr package
path_factorial Inner weighting scheme functions to estimate inner paths matrix
path_weighting Inner weighting scheme functions to estimate inner paths matrix
plot_scores Functions for reporting the Path Coefficients and R2 of endogenous constructs and for generating a scatterplot matrix of construct scores.
PLSc seminr PLSc Function
product_indicator 'product_indicator' creates interaction measurement items by scaled product indicator approach.
reflective Reflective construct measurement model specification
regression_weights Outer weighting scheme functions to estimate construct weighting.
relationships Structural specification functions for seminr package
report_paths Functions for reporting the Path Coefficients and R2 of endogenous constructs and for generating a scatterplot matrix of construct scores.
rho_A seminr rho_A Function
simplePLS seminr simplePLS Function
single_item Single-item measurement model specification
two_stage Creates an interaction measurement item using a two-stage approach. The two-stage procedure for both PLS and CBSEM models estimates construct scores in the first stage, and uses them to produce a single-item product item for the interaction term in the second stage. For a PLS model, the first stage uses PLS to compute construct scores. For a CBSEM model, the first stage uses a CFA to produce ten Berge construct scores.