Research output per year
Research output per year
Personal profile
Short presentation
My research is broadly concerned with the development of statistically valid inference methods when using data-adaptive estimation in a longitudinal survival data setting. In particular, I work with targeted learning for survival data, cross-validation with censored data, convergence rates for empirical risk minimizers of censored data loss functions. I am also interested in applied projects and have worked with genetics data and large registry data.
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
- 7 Journal article
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Real-world cardiovascular effectiveness of sustained glucagon-like peptide 1 GLP-1 receptor agonist usage in type 2 diabetes
Sørensen, K. K., Yazdanfard, P. D. W., Zareini, B., Pedersen-Bjergaard, U., Kosjerina, V., Andersen, M. P., Munch, A., Ohlendorff, J. S., Schmid, S., Lanzinger, S., Choudhary, P., Gillies, C., Gharibzadeh, S., Lind, M., Tasselius, V., Michelsen, J., Gerds, T. A. & Torp-Pedersen, C., 2025, In: Cardiovascular Diabetology. 24, 1, 10 p., 385.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1 Downloads (Pure) -
Estimation of separable direct and indirect effects in a continuous-time illness-death model
Breum, M. S., Munch, A., Gerds, T. A. & Martinussen, T., 2024, In: Lifetime Data Analysis. 30, p. 143–180 38 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile6 Citations (Scopus)69 Downloads (Pure) -
Heavy prenatal alcohol exposure and overall morbidities: a Danish nationwide cohort study from 1996 to 2018
Broccia, M., Munch, A., Hansen, B. M., Sørensen, K. K., Larsen, T., Strandberg-Larsen, K., Gerds, T. A., Torp-Pedersen, C. & Kesmodel, U. S., 2023, In: The Lancet Public Health. 8, 1, p. e36-e46 11 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile18 Citations (Scopus)63 Downloads (Pure) -
Targeted estimation of state occupation probabilities for the non-Markov illness-death model
Munch, A., Breum, M. S., Martinussen, T. & Gerds, T. A. A., 2023, In: Scandinavian Journal of Statistics. 50, 3, p. 1532-1551 20 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1 Citation (Scopus)11 Downloads (Pure) -
Catheter ablation and mortality, stroke and heart failure readmission with atrial fibrillation
Pallisgaard, J. L., Lock Hansen, M., Schjerning, A. M., Johannessen, A., Gerds, T. A., Gustafsson, F., Gislason, G. H., Torp-Pedersen, C., Jacobsen, P. K., Kristensen, S. L., Koeber, L., Munch, A. & Schou, M., 2020, In: Open Heart. 7, 2, 7 p., e001369.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile2 Citations (Scopus)66 Downloads (Pure) -
Does type 2 diabetes confer higher relative rates of cardiovascular events in women compared with men?
Malmborg, M., Schmiegelow, M. D. S., Norgaard, C. H., Munch, A., Gerds, T., Schou, M., Kistorp, C., Torp-Pedersen, C., Hlatky, M. A. & Gislason, G., 2020, In: European Heart Journal. 41, 13, p. 1346-1353 8 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile61 Citations (Scopus)71 Downloads (Pure) -
Parental age in relation to the severity of cleft lip and/or palate
Hermann, N. V., Darvann, T. A., Munch, A. & Kreiborg, S., 2018, In: Orthodontics & Craniofacial Research. 21, 4, p. 236-241Research output: Contribution to journal › Journal article › Research › peer-review
16 Citations (Scopus)