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stat.ME2025
Testing similarity of competing risks models by comparing transition probabilities
Zoe Kristin Lange, Maryam Farhadizadeh, Holger Dette +1
Assessing whether patient populations exhibit comparable event dynamics is important for evaluating treatment equivalence, pooling cohorts and comparing clinical pathways. Existing…
q-bio.QM2025
Can synthetic data reproduce real-world findings in epidemiology? A replication study using adversarial random forests
Jan Kapar, Kathrin Günther, Lori Ann Vallis +27
Synthetic data hold substantial potential to address practical challenges in epidemiology due to restricted data access and privacy concerns. However, many current methods suffer f…