Research output per year
Research output per year
Personal profile
Current research
I work on methodological research in the areas of causal inference, targeted (machine) learning, event history analysis, and efficient nonparametric estimation. My main focus is on the development of statistical machine learning methods for estimating intervention effects in time-varying settings, and their appropriate application in medical and epidemiological studies.
Education/Academic qualification
MSc in Statistics
Award Date: 24 Aug 2016
Keywords
- Faculty of Health and Medical Sciences
- Faculty of Science
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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Improving precision of cumulative incidence estimates in randomized controlled trials with external controls
Su, Z., Rytgaard, H. C. W., Ravn, H. & Eriksson, F., 23 Jun 2025, (Submitted)Research output: Other contribution › Research
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Proximal indirect comparison
Su, Z., Rytgaard, H. C. W., Ravn, H. & Eriksson, F., 4 Jun 2025, (Submitted)Research output: Other contribution › Research
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Duration and timing of depression and risk of family dissolution: A register-based cohort study of newly-formed Danish families
Lolk, K., Rytgaard, H. C. W., Madsen, M. G., Arteaga-Henríquez, G., Madsen, K. B., Dreier, J. W. & Munk-Olsen, T., 2024, In: Journal of Affective Disorders. 349, p. 420-430 11 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile2 Citations (Scopus)26 Downloads (Pure) -
Efficient estimation of the target population average treatment effect from multi-source data
Su, Z., Rytgaard, H. C., Ravn, H. & Eriksson, F., 15 May 2024, (Submitted)Research output: Other contribution › Research
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Lithium versus anticonvulsants and the risk of physical disorders – Results from a comprehensive long-term nation-wide population-based study emulating a target trial
Kessing, L. V., Knudsen, M. B., Rytgaard, H. C. W., Torp-Pedersen, C. & Berk, M., 2024, In: European Neuropsychopharmacology. 84, p. 48-56 9 p.Research output: Contribution to journal › Journal article › Research › peer-review
7 Citations (Scopus) -
One-step targeted maximum likelihood estimation for targeting cause-specific absolute risks and survival curves
Rytgaard, H. C. W. & Van Der Laan, M. J., 2024, In: Biometrika. 111, 1, p. 129–145 17 p.Research output: Contribution to journal › Journal article › Research › peer-review
1 Citation (Scopus) -
Targeted maximum likelihood estimation for causal inference in survival and competing risks analysis
Rytgaard, H. C. W. & van der Laan, M. J., 2024, In: Lifetime Data Analysis. 30, p. 4–33 30 p.Research output: Contribution to journal › Journal article › Research › peer-review
11 Citations (Scopus) -
Beyond the Cox Hazard Ratio: A Targeted Learning Approach to Survival Analysis in a Cardiovascular Outcome Trial Application
Chen, D., Petersen, M. L., Rytgaard, H. C., Gron, R., Lange, T., Rasmussen, S., Pratley, R. E., Marso, S. P., Kvist, K., Buse, J. & van der Laan, M. J., 2023, In: Statistics in Biopharmaceutical Research. 15, 3, 16 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile3 Citations (Scopus)56 Downloads (Pure)