Examples
Each Example uses data from the ABCD Study Dataset and provides a practical solution to a specific longitudinal method or analytic problem.
Each Example uses data from the ABCD Study Dataset and provides a practical solution to a specific longitudinal method or analytic problem.
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## <i class="bi bi-book"></i> Examples
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[**Each Example**]{style="color: goldenrod; font-size: 1.2em; font-family: Verdana, sans-serif;"} uses data from the ABCD Study Dataset and provides a practical solution to a specific longitudinal method or analytic problem.
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```{=html}
<section class="light">
<div class="container py-2">
<article class="postcard light blue">
<!-- <a class="postcard__img_link" href="#">
<img class="postcard__img" src="https://picsum.photos/1000/1000" alt="Image Title" />
</a> -->
<div class="postcard__text t-dark">
<h1 class="postcard__title blue"><a href="#">Traditional Linear Models</a></h1>
<div class="postcard__bar"></div>
<ul class="postcard__tagbox">
<li class="tag__item play blue">
<a href="./1a_Examples_DifferenceScores_PairedTtests.qmd"><i class="fas fa-play
mr-2"></i>Difference Scores (Paired T-test)</a>
</li>
<li class="tag__item play blue">
<a href="./1b_Examples_DifferenceScores_SimpleRegression.qmd"><i class="fas fa-play
mr-2"></i>Difference Scores (Simple Regression)</a>
</li>
<li class="tag__item play blue">
<a href="./2_Examples_ResidualizedChangeScores.qmd"><i class="fas fa-play
mr-2"></i>Residualized Change Scores</a>
</li>
<li class="tag__item play blue">
<a href="./3a_Examples_LinearMixedModels.qmd"><i class="fas fa-play mr-2"></i>Linear Mixed
Models (Random Intercept)</a>
</li>
<li class="tag__item play blue">
<a href="./3b_Examples_LinearMixedModels.qmd"><i class="fas fa-play mr-2"></i>Linear Mixed
Models (Random Slope)</a>
</li>
</ul>
</div>
</article>
<article class="postcard light red">
<!-- <a class="postcard__img_link" href="#">
<img class="postcard__img" src="https://picsum.photos/501/500" alt="Image Title" />
</a> -->
<div class="postcard__text t-dark">
<h1 class="postcard__title red"><a href="#">Traditional Nonlinear Models</a></h1>
<div class="postcard__bar"></div>
<div class="postcard__preview-txt">
<ul class="postcard__tagbox">
<li class="tag__item play blue">
<a href="./_4_Examples_SignedRankTest.qmd"><i class="fas fa-play mr-2"></i>Signed-Rank
Test</a>
</li>
<li class="tag__item play blue">
<a href="./_5_Examples_MarginalModels.qmd"><i class="fas fa-play mr-2"></i>Marginal Models</a>
</li>
<li class="tag__item play blue">
<a href="./_6_Examples_GeneralizedEstimatingEquations.qmd"><i class="fas fa-play
mr-2"></i>Generalized
Estimating Equations</a>
</li>
<li class="tag__item play blue">
<a href="./_7_Examples_GeneralizedLinearMixedEffectsModels.qmd"><i class="fas fa-play
mr-2"></i>Generalized Linear
Mixed Effects Models</a>
</li>
</ul>
</div>
</article>
<article class="postcard light red">
<!-- <a class="postcard__img_link" href="#">
<img class="postcard__img" src="https://picsum.photos/601/600" alt="Image Title" />
</a> -->
<div class="postcard__text t-dark">
<h1 class="postcard__title red"><a href="#">Structural Equation Models</a></h1>
<div class="postcard__bar"></div>
<div class="postcard__preview-txt">
<ul class="postcard__tagbox">
<li class="tag__item play blue">
<a href="./9_Examples_LatentChangeScoresModels.qmd"><i class="fas fa-play
mr-2"></i>Latent Change Score Models</a>
</li>
<li class="tag__item play blue">
<a href="./10_Examples_LatentGrowthCurveModels.qmd"><i class="fas fa-play
mr-2"></i>Latent Growth Curve Models</a>
</li>
<li class="tag__item play blue">
<a href="./_12_Examples_LatentTransitionAnalysis.qmd"><i class="fas fa-play
mr-2"></i>Latent Transition Analysis</a>
</li>
<li class="tag__item play blue">
<a href="./13b_Examples_LatentClassGrowthAnalysis.qmd"><i class="fas fa-play
mr-2"></i>Latent Class Growth Analysis</a>
</li>
</ul>
</div>
</article>
<article class="postcard light red">
<!-- <a class="postcard__img_link" href="#">
<img class="postcard__img" src="https://picsum.photos/500/653" alt="Image Title" />
</a> -->
<div class="postcard__text t-dark">
<h1 class="postcard__title red"><a href="#">Advanced SEM</a></h1>
<div class="postcard__bar"></div>
<div class="postcard__preview-txt">
<ul class="postcard__tagbox">
<li class="tag__item play blue">
<a href="./_15_Examples_RandomInterceptCrosslaggedPanelModels.qmd"><i class="fas fa-play
mr-2"></i>Random-Intercept Crosslagged Panel Model</a>
</li>
<li class="tag__item play blue">
<a href="./_16_Examples_LatentCurveModelsStructuredResiduals.qmd"><i class="fas fa-play
mr-2"></i>Latent Curve Models with Structured Residuals</a>
</li>
</ul>
</div>
</article>
<article class="postcard light red">
<!-- <a class="postcard__img_link" href="#">
<img class="postcard__img" src="https://picsum.photos/500/653" alt="Image Title" />
</a> -->
<div class="postcard__text t-dark">
<h1 class="postcard__title red"><a href="#">Additional Models</a></h1>
<div class="postcard__bar"></div>
<div class="postcard__preview-txt">
<ul class="postcard__tagbox">
<li class="tag__item play blue">
<a href="_blank"><i class="fas fa-play
mr-2"></i>Twin Designs</a>
</li>
<li class="tag__item play blue">
<a href="_blank"><i class="fas fa-play
mr-2"></i>Zero-Inflation Models</a>
</li>
<li class="tag__item play blue">
<a href="_blank"><i class="fas fa-play
mr-2"></i>Longitudinal Invariance</a>
</li>
</ul>
</div>
</article>
</div>
</section>
```