Tag: visualization
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Using dynamic documents to present results in R
Learn how to use R Markdown and dynamic documents to create reproducible reports, automate updates, and seamlessly integrate code, text, and results in R. Read more
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Mixture Latent Growth Models R: A Step-by-Step Guide
The blog post discusses Mixture Latent Growth Models (MLGM) that enhance traditional longitudinal models by identifying latent subgroups with distinct trajectories over time. It details the implementation of MLGM in R using the tidySEM package and compares results from using R and Mplus for improved understanding of individual and aggregate changes. Read more
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How to estimate and interpret parallel Latent Growth Models (LGM) in R: a step-by-step guide
Learn how to estimate and interpret Parallel Latent Growth Models (LGM) in R and lavaan. This step-by-step guide explores modeling multiple trajectories, analyzing relationships over time, and visualizing results. Perfect for researchers in psychology, sociology, and public health using longitudinal data. Read more
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Complete guide to visualizing longitudinal data in R
Unlock the secrets of longitudinal data in R with this complete guide. Master the art of insightful visualizations for impactful analysis. Read more
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Estimating and visualizing multilevel models for change in R
Learn how to analyse longitudinal data using the multilevel model for change with R. Hands on example using real world data and syntax. Read more
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Estimating non-linear change in time using the multilevel model for change
Learn how to model non-linear change in time using the multilevel model for change in R. Hands on tutorial with real data. Read more