Erin Evelyn Gabriel
Associate Professor - Promotion Programme
Section of Biostatistics
Øster Farimagsgade 5 opg. B
1353 København K
My research focuses on biostatistical methods development and the proper application of methods to problems in the treatment and prevention of infectious diseases.
I am currently working on methodological research in the areas of surrogate evaluation, particularly in the presence of interference and within outcome-adaptive trials, nonparametric causal bounds, designs and estimation methods for emulated and randomized clinical trials for the evaluation of prediction-based decision rules. My general statistical areas of interest are in causal inference and randomized trials. I am primarily interested in methods that are applicable to infectious disease and vaccination, which is where much of my applied research has taken place, but I also do work in other disease areas such as cancer and aging.
Teaching
I teach Introductory Statistics and Data Analysis at the Masters and Doctoral Level
Selected publications
- Published
Causal Bounds for Outcome-Dependent Sampling in Observational Studies
Gabriel, Erin Evelyn, Sachs, M. C. & Sjolander, A., 2022, In: Journal of the American Statistical Association. 117, 538, 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Sharp Nonparametric Bounds for Decomposition Effects with Two Binary Mediators
Gabriel, Erin Evelyn, Sachs, Michael & Sjölander, A., 2023, In: Journal of the American Statistical Association. 118, 544, p. 2446-2453 8 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Cross-direct effects in settings with two mediators
Gabriel, Erin Evelyn, Sjolander, A., Follmann, D. & Sachs, Michael, 2023, In: Biostatistics. 24, 4, p. 1017–1030 14 p.Research output: Contribution to journal › Journal article › Research › peer-review
ID: 291063891
Most downloads
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44
downloads
Causal Bounds for Outcome-Dependent Sampling in Observational Studies
Research output: Contribution to journal › Journal article › Research › peer-review
Published -
26
downloads
A General Method for Deriving Tight Symbolic Bounds on Causal Effects
Research output: Contribution to journal › Journal article › Research › peer-review
Published -
19
downloads
Confidence bands in survival analysis
Research output: Contribution to journal › Journal article › Research › peer-review
Published