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Phillips20101 months ago
Introduction to cSEM5 months ago
Preface | Composite-based structural equation modeling | What is structural equation modeling (SEM) | The classical latent variable or common factor model | The composite model | What is composite-based SEM? | Using cSEM | The cSEM-Workflow | Prepare the data | Specify a model | Linear models | Nonlinear models | Hierarchical (second order) models | Estimate using csem() | Inference | Apply postestimation functions | The test_* family of postestimation functions | The do_* family of postestimation functions | Principles underlying cSEM | Model vs. Estimation | Composites in a composite model vs. composites in a common factor model and disattenuation | The role of the weighting scheme and partial least squares (PLS) | Literature
Notation5 months ago
The structural model | The reflective measurement model | Notation table
Terminology5 months ago
Common factor | Composite | Composite-based methods | Composite-based SEM | Concept | Construct | Covariance-based SEM | Factor-based methods | Indicator | Latent variable | Measurement model | Model | Test score | True score | Proxy | Saturated and non-saturated models | Stand-in | Structural Equation Modeling (SEM) | Variance-based methods | Literature
Postestimation: Assessing a model5 months ago
Introduction | Syntax & Options | Details | Composite models vs. common factor models | Methods & Formulae | Average Variance Extracted (AVE) | Definition | Formulae | Implementation | See also | Degrees of freedom | Notes | See also: | Fit Indices | The $\chi^2$-statistic | The $\chi^2/\text{df}$-ratio | The goodness-of-fit index (GFI) | The standardized root mean square residual (SRMR) | The root mean square error of approximation (RMSEA) | The normed and non-normed fit index (NFI and NNFI) | The comparative fit index (CFI) | The incremental fit index (IFI) | The root mean square outer residual covariance | Reliability | A note on the terminology | Congeneric reliability $\rho_{C;\text{weighted}}$ Dijkstra-Henseler's $\rho_A$weighted | Closed-form confidence interval | The Goodness of Fit (GoF) | The Heterotrait-Monotrait-Ratio of Correlations (HTMT) | Literature