Biostatistics Resource Directory

Topic	Type	Code	Description	Link	Citation
Survival Analysis	Tutorial	R	An introduction to survival analysis, and to conducting a survival analysis in R.	https://www.emilyzabor.com/tutorials/survival_analysis_in_r_tutorial.html
Multilevel and Mixed Effects Models	Tutorial	R	Linear Models and Mixed Models with R		Winter, B. (2013). Linear models and linear mixed effects models in R with linguistic applications. arXiv:1308.5499. [http://arxiv.org/pdf/1308.5499.pdf]
Multilevel and Mixed Effects Models	Book	R	Multilevel starting Chapter 11	http://ecologia.ib.usp.br/curso_r/lib/exe/fetch.php/bie5782:00_curso_avancado:uriarte:gelman_hill2007_data_analysis_using_regression_and_multilevel-hierarchical_models.pdf
Multilevel and Mixed Effects Models	Tutorial		Conceptual intro to generalized linear mixed models	https://stats.oarc.ucla.edu/other/mult-pkg/introduction-to-generalized-linear-mixed-models/
Longitudinal Data Analysis	Book	R	Chapter 4, Example for longitudinal data	https://stats.oarc.ucla.edu/r/examples/alda/r-applied-longitudinal-data-analysis-ch-4/	Singer, Judith D., and John B. Willett, Applied Longitudinal Data Analysis: Modeling Change and Event Occurrence (New York, 2003; online edn, Oxford Academic, 1 Sept. 2009), https://doi.org/10.1093/acprof:oso/9780195152968.001.0001, accessed 6 June 2023.
Generalized Estimating Equations	Tutorial	R	General intro to GEE	https://rlbarter.github.io/Practical-Statistics/2017/05/10/generalized-estimating-equations-gee/
Generalized Estimating Equations	Tutorial	R	General intro to GEE	https://wildlifesnpits.wordpress.com/2014/10/24/dealing-with-ugly-data-generalized-estimating-equations-gee/
Generalized Estimating Equations	Tutorial		Quick, informal intro	https://towardsdatascience.com/an-introduction-to-generalized-estimating-equations-bc7dee570478
Generalized Estimating Equations	Documentation	R	Documentation of geepack R package	https://rdrr.io/cran/geepack/f/inst/doc/geepack-manual.pdf