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Journal of Causal Inference|February 23, 2026
Assessing surrogate heterogeneity in real world data using meta-learnersRebecca Knowlton, Layla ParastBiometrical Journal. Biometrische Zeitschrift|October 28, 2025
Efficient Testing Using Surrogate InformationRebecca Knowlton, Layla ParastStatistics in Medicine|February 6, 2025
A General Framework to Assess Complex Heterogeneity in the Strength of a Surrogate MarkerRebecca Knowlton, Lu Tian, Layla ParastJournal of the Royal Statistical Society. Series B, Statistical Methodology|July 15, 2025
Robust evaluation of longitudinal surrogate markers with censored dataDenis Agniel, Layla ParastStatistics in Medicine|March 16, 2013
Landmark risk prediction of residual life for breast cancer survivalLayla Parast, Tianxi CaiObservational Studies|May 11, 2026
MonotonicityTest: An R Package for Efficient Nonparametric Monotonicity TestingDylan Huynh, Layla ParastBiometrics|October 8, 2024
Group sequential testing of a treatment effect using a surrogate markerLayla Parast, Jay BartroffStatistics in Medicine|December 11, 2023
Flexible evaluation of surrogate markers with Bayesian model averagingYunshan Duan, Layla ParastPageof 11