Causal effect on the number of life years lost due to a specific event: Average treatment effect and variable importance

Authors: Ziersen, Simon Christoffer, Martinussen, Torben

Subject Terms: Statistics - Methodology

Access URL: http://arxiv.org/abs/2502.00120

Variable importance measures for heterogeneous treatment effects with survival outcome

Authors: Ziersen, Simon Christoffer, Martinussen, Torben

Subject Terms: Statistics - Methodology

Access URL: http://arxiv.org/abs/2412.11790

Nonparametric estimation of the Patient Weighted While-Alive Estimand

Authors: Ragni, Alessandra, Martinussen, Torben, Scheike, Thomas

Subject Terms: Statistics - Methodology, Statistics - Applications

Access URL: http://arxiv.org/abs/2412.03246

Efficient nonparametric estimators of discrimination measures with censored survival data

Authors: Breum, Marie S., Martinussen, Torben

Subject Terms: Statistics - Methodology

Access URL: http://arxiv.org/abs/2409.05632

Inverse probability of treatment weighting with generalized linear outcome models for doubly robust estimation

Authors: Gabriel, Erin E, Sachs, Michael C, Martinussen, Torben, Waernbaum, Ingeborg, Goetghebeur, Els, Vansteelandt, Stijn, Sjölander, Arvid

Subject Terms: Statistics - Methodology

Access URL: http://arxiv.org/abs/2309.05531

Rejoinder to discussions on 'Instrumental variable estimation of the causal hazard ratio'

Authors: Wang, Linbo, Tchetgen, Eric Tchetgen, Martinussen, Torben, Vansteelandt, Stijn

Subject Terms: Statistics - Methodology

Access URL: http://arxiv.org/abs/2210.13636

Estimation of treatment effect among treatment responders with a time‐to‐event endpoint.

Authors: Nordland, Andreas¹ (AUTHOR) anno@sund.ku.dk, Martinussen, Torben¹ (AUTHOR)

Source: Scandinavian Journal of Statistics. Sep2024, Vol. 51 Issue 3, p1161-1180. 20p.

Subject Terms: *TREATMENT effectiveness, *CAUSAL inference, *LIRAGLUTIDE, *BIOMARKERS, *CENSORSHIP

Estimation of separable direct and indirect effects in continuous time

Authors: Martinussen, Torben, Stensrud, Mats Julius

Subject Terms: Statistics - Methodology

Access URL: http://arxiv.org/abs/2008.13126

Analysis of time-to-event for observational studies: Guidance to the use of intensity models

Authors: Andersen, Per Kragh, Perme, Maja Pohar, van Houwelingen, Hans C, Cook, Richard J, Joly, Pierre, Martinussen, Torben, Taylor, Jeremy MG, Abrahamowicz, Michal, Therneau, Terry M

Subject Terms: Statistics - Methodology

Access URL: http://arxiv.org/abs/2005.13271

Rejoinder to discussions on 'Instrumental variable estimation of the causal hazard ratio'

Authors: Wang, Linbo, Tchetgen Tchetgen, Eric, Martinussen, Torben, Vansteelandt, Stijn

Source: Biometrics. 79(2):564-568

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100185734310.0x000001&indx=1&recIds=ETOCvdc_100185734310.0x000001

Instrumental variable estimation of the causal hazard ratio

Authors: Wang, Linbo, Tchetgen Tchetgen, Eric, Martinussen, Torben, Vansteelandt, Stijn

Source: Biometrics. 79(2):539-550

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100185734269.0x000001&indx=1&recIds=ETOCvdc_100185734269.0x000001

Estimation of separable direct and indirect effects in continuous time

Authors: Martinussen, Torben, Stensrud, Mats Julius

Source: Biometrics. 79(1):127-139

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100181623037.0x000001&indx=1&recIds=ETOCvdc_100181623037.0x000001

Subtleties in the interpretation of hazard ratios

Authors: Martinussen, Torben, Vansteelandt, Stijn, Andersen, Per Kragh

Subject Terms: Mathematics - Statistics Theory

Access URL: http://arxiv.org/abs/1810.09192

IV estimation of causal hazard ratio

Authors: Wang, Linbo, Tchetgen, Eric Tchetgen, Martinussen, Torben, Vansteelandt, Stijn

Subject Terms: Statistics - Methodology

Access URL: http://arxiv.org/abs/1807.05313

Comparing glaucoma risk in children receiving low‐dose and high‐dose glucocorticoid treatment after cataract surgery.

Authors: Schmidt, Diana Chabané¹ (AUTHOR) diana.chabane.schmidt.01@regionh.dk, Martinussen, Torben² (AUTHOR), Solebo, Ameenat Lola^3,4 (AUTHOR), Larsen, Dorte Ancher⁵ (AUTHOR), Bach‐Holm, Daniella^1,6 (AUTHOR), Kessel, Line^1,6 (AUTHOR)

Source: Acta Ophthalmologica (1755375X). Feb2025, Vol. 103 Issue 1, p43-49. 7p.

Subject Terms: *CONGENITAL glaucoma, *OCULAR hypertension, *CATARACT surgery, *PEDIATRIC surgery, *DANES

Instrumental variables estimation with competing risk data

Authors: Martinussen, Torben, Vansteelandt, Stijn

Subject Terms: Statistics - Methodology

Access URL: http://arxiv.org/abs/1801.01013

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Maternal intake of folate during pregnancy and risk of cerebral palsy in the MOBAND-CP cohort

Authors: Groot, Jonathan ^*, Petersen, Tanja G, Suren, Pål, Brantsæter, Anne Lise, Uldall, Peter, Martinussen, Torben, Granström, Charlotta, Olsen, Sjurdur F, Wilcox, Allen J, Strandberg-Larsen, Katrine

Source: In The American Journal of Clinical Nutrition February 2022 115(2):397-406