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20250726 - additional resources
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sem.Rmd

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# Preamble
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For a resource on using `lavaan` in `R` for structural equation modeling, see the following e-book: https://tdjorgensen.github.io/SEM-in-Ed-compendium
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## Install Libraries
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```{r, class.source = "fold-hide"}
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# Latent Growth Curve Model {#lgcm}
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## Linear Model {#linearLGCM}
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See the chapter on latent growth curve modeling in `lavaan`: https://tdjorgensen.github.io/SEM-in-Ed-compendium/ch27.html.
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For extensions, see the following resources:
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- growth curves using latent indicators (rather than observed indicators): https://tdjorgensen.github.io/SEM-in-Ed-compendium/ch27.html#latent-indicators-of-growth-factors
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- growth curves using discrete indicators (rather than continuous indicators): https://tdjorgensen.github.io/SEM-in-Ed-compendium/ch27.html#discrete-indicators
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- parallel growth curves: https://tdjorgensen.github.io/SEM-in-Ed-compendium/ch27.html#parallel-growth-curves
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## Linear Growth Curve Model {#linearLGCM}
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### Model Syntax
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linewidth = 2)
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```
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## Latent Basis Model {#latentBasisLGCM}
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## Latent Basis Growth Curve Model {#latentBasisLGCM}
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### Model Syntax
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```
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## Quadratic Model {#quadraticLGCM}
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## Quadratic Growth Curve Model {#quadraticLGCM}
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## Spline Growth Curve Model {#splineLGCM}
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## Saturated Growth Curve Model {#saturatedGCM}
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## Spline Model {#splineLGCM}
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https://tdjorgensen.github.io/SEM-in-Ed-compendium/ch27.html#saturated-growth-model
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# Latent Change Score Model {#lcsm}
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