Details and replication code for the manuscript "State-level population estimates of sexual minority adolescents in the United States: a predictive modeling study".
| File (Markdown with output) | File (R code) | Purpose |
|---|---|---|
| train_and_predict.md | train_and_predict.Rmd | Generates LOO (leave-one-out) predictions for each state for which we have observed responses to one or both of the focal questions. |
| evaluate_loo_predictions.md | evaluate_loo_predictions.Rmd | Evaluates the LOO predictions against the true proportions we observe in YRBS data. |
| make_final_state_predictions.md | make_final_state_predictions.Rmd | Combines the LOO predictions with true proportions and makes predictions for all the states without responses to the focal questions. |
| stats_figures_for_paper.md | stats_figures_for_paper.Rmd | Creates the figures included in the paper. |
data/contains input and output CSVs used in the R code. Note that the raw YRBS survey data is not public data and is not included.
- Git large file storage https://git-lfs.github.com/
- R, RStudio, and the R packages loaded in the R notebooks