Related to TG1 - Missing data
Lee, K. J., Tilling, K. M., Cornish, R. P., Little, R. J. A., Bell, M. L., Goetghebeur, E., Hogan, J. W., & Carpenter, J. R. (2021). Framework for the treatment and reporting of missing data in observational studies: The Treatment And Reporting of Missing data in Observational Studies framework. Journal of Clinical Epidemiology (Vol. 134, pp. 79–88). https://doi.org/10.1016/j.jclinepi.2021.01.008
Related to TG2 - Selection of variables and functional forms in multivariable analysis
Related to TG3 - Initial data analysis
Baillie, M., le Cessie, S., Schmidt, C. O., Lusa, L., & Huebner, M. (2022). Ten simple rules for initial data analysis. PLOS Computational Biology (Vol. 18, Issue 2, p. e1009819). https://doi.org/10.1371/journal.pcbi.1009819
Related to TG4 - Measurement error and misclassification
Wallace, M. (2020). Analysis in an imperfect world. Significance (Vol. 17, Issue 1, pp. 14–19). https://doi.org/10.1111/j.1740-9713.2020.01353.x
Related to TG5 - Study design
Gail, M. H., Altman, D. G., Cadarette, S. M., Collins, G., Evans, S. J., Sekula, P., Williamson, E., & Woodward, M. (2019). Design choices for observational studies of the effect of exposure on disease incidence. BMJ Open (Vol. 9, Issue 12, p. e031031). https://doi.org/10.1136/bmjopen-2019-031031
Related to TG6 - Evaluating diagnostic tests and prediction models
Wynants, L., van Smeden, M., McLernon, D. J., Timmerman, D., Steyerberg, E. W., & Van Calster, B. (2019). Three myths about risk thresholds for prediction models. BMC Medicine (Vol. 17, Issue 1). https://doi.org/10.1186/s12916-019-1425-3
Related to TG7 - Causal inference
Related to TG8 - Survival analysis
Related to TG9 - High-dimensional data
Related to Simulation Panel
Boulesteix, A.-L., Groenwold, R. H., Abrahamowicz, M., Binder, H., Briel, M., Hornung, R., Morris, T. P., Rahnenführer, J., & Sauerbrei, W. (2020). Introduction to statistical simulations in health research. BMJ Open (Vol. 10, Issue 12, p. e039921). https://doi.org/10.1136/bmjopen-2020-039921
Related to Visualisation Panel
Related to Open Science Panel