matsjst

Image of person
Could not get user data from external service

About me

My research focuses on causal inference. Since September 2018, I've been a Fulbright research scholar at Harvard School of Public Health, where I develop new methods to analyse longitudinal data. Check out my website.

Education

  • 2016: Medical doctor (MD), University of Oslo
  • 2015: Dr philos (PhD equivalent), Neuroscience, University of Oslo
  • 2014: Master of Science (with Distinction), Applied Statistics, University of Oxford
  • 2013: Bachelor of Science, Mathematics, University of Oslo

Awards

  • 2018: Fulbright Research Scholarship, Harvard Chan School of Public Health, Harvard University
  • 2018: Publication of the year, The Norwegian Epidemiological Association
  • 2014: The Gutierrez-Toscano Prize for the best achievements in the Msc in Applied Statistics, University of Oxford

Positions held

  • 2018: Resident Doctor, Department of Medicine, Diakonhjemmet Hospital
  • 2016-2018: Medical intern, Department of Medicine, Diakonhjemmet Hospital
  • 2015: Lecturer in Biostatistics, University of Oslo
  • 2015:  MD, Department of Neurology, Drammen hospital

Courses taught

  • HT194 Clinical Epidemiology (Teaching assistant at Harvard Medical School)
  • Statistics for first year medical students at the University of Oslo
Tags: Biostatistics, Causal Inference, Genetics and epidemiology, Statistical inference

Publications

  • Ryalen, Pål Christie; Møller, Bjørn; Laache, Christoffer Haug; Stensrud, Mats Julius & Røysland, Kjetil (2021). Prognosis of cancer survivors: estimation based on differential equations. Biostatistics. ISSN 1465-4644. doi: 10.1093/biostatistics/kxab009. Full text in Research Archive
  • Stensrud, Mats Julius; Young, Jessica G; Didelez, Vanessa; Robins, James M & Hernán, Miguel A (2020). Separable Effects for Causal Inference in the Presence of Competing Events. Journal of the American Statistical Association. ISSN 0162-1459. doi: 10.1080/01621459.2020.1765783.
  • Sarvet, Aaron L.; Wanis, Kerollos Nashat; Stensrud, Mats Julius & Hernán, Miguel A. (2020). A Graphical Description of Partial Exchangeability. Epidemiology. ISSN 1044-3983. 31(3), p. 365–368. doi: 10.1097/EDE.0000000000001165.
  • Young, Jessica; Stensrud, Mats Julius; Tchetgen, Tchetgen & Hernan, Miguel (2020). A causal framework for classical statistical estimands in failure-time settings with competing events. Statistics in Medicine. ISSN 0277-6715. 39(8), p. 1199–1236. doi: 10.1002/sim.8471.
  • Ryalen, Pål Christie; Stensrud, Mats Julius; Fosså, Sophie Dorothea & Røysland, Kjetil (2020). Causal inference in continuous time: an example on prostate cancer therapy. Biostatistics. ISSN 1465-4644. 21(1), p. 172–185. doi: 10.1093/biostatistics/kxy036. Full text in Research Archive
  • Stensrud, Mats Julius & Aalen, Odd O. (2019). Skal vi skrinlegge begrepet statistisk signifikans? Tidsskrift for Den norske legeforening. ISSN 0029-2001. 139(11). doi: 10.4045/tidsskr.19.0311.
  • Stensrud, Mats Julius; Røysland, Kjetil & Ryalen, Pål Christie (2019). On null hypotheses in survival analysis. Biometrics. ISSN 0006-341X. 75(4), p. 1276–1287. doi: 10.1111/biom.13102.
  • Huitfeldt, Anders; Swanson, Sonja; Stensrud, Mats Julius & Suzuki, Etsuji (2019). Effect heterogeneity and variable selection for standardizing causal effects to a target population. European Journal of Epidemiology (EJE). ISSN 0393-2990. doi: 10.1007/s10654-019-00571-w.
  • Ryalen, Pål Christie; Stensrud, Mats Julius & Røysland, Kjetil (2019). The additive hazard estimator is consistent for continuous-time marginal structural models. Lifetime Data Analysis. ISSN 1380-7870. 25(4), p. 611–638. doi: 10.1007/s10985-019-09468-y.
  • Huitfeldt, Anders; Stensrud, Mats Julius & Suzuki, Etsuji (2019). On the collapsibility of measures of effect in the counterfactual causal framework. Emerging Themes in Epidemiology. ISSN 1742-7622. 16, p. 1–5. doi: 10.1186/s12982-018-0083-9. Full text in Research Archive
  • Aalen, Odd O.; Stensrud, Mats Julius; Didelez, Vanessa; Daniel, Rhian; Røysland, Kjetil & Strohmaier, Susanne (2019). Time-dependent mediators in survival analysis: Modeling direct and indirect effects with the additive hazards model. Biometrical Journal. ISSN 0323-3847. p. 1–18. doi: 10.1002/bimj.201800263.
  • Stensrud, Mats Julius; Ryalen, Pål Christie & Røysland, Kjetil (2019). Sufficient Cause Interaction for Time-to-event Outcomes. Epidemiology. ISSN 1044-3983. 30(2), p. 189–196. doi: 10.1097/EDE.0000000000000958.
  • Stensrud, Mats Julius; Aalen, John; Aalen, Odd O. & Valberg, Morten (2019). Limitations of hazard ratios in clinical trials. European Heart Journal. ISSN 0195-668X. 40(17), p. 1378–1383. doi: 10.1093/eurheartj/ehy770.
  • Ryalen, Pål Christie; Stensrud, Mats Julius & Røysland, Kjetil (2018). Transforming cumulative hazard estimates. Biometrika. ISSN 0006-3444. 105(4), p. 905–916. doi: 10.1093/biomet/asy035. Full text in Research Archive
  • Valberg, Morten; Stensrud, Mats Julius & Aalen, Odd O. (2018). The surprising implications of familial association in disease risk. BMC Public Health. ISSN 1471-2458. 18. doi: 10.1186/s12889-018-5033-5.
  • Aalen, Odd O.; Gran, Jon Michael; Røysland, Kjetil; Stensrud, Mats Julius & Strohmaier, Susanne (2018). Feedback and Mediation in Causal Inference Illustrated by Stochastic Process Models. Scandinavian Journal of Statistics. ISSN 0303-6898. 45(1), p. 62–86. doi: 10.1111/sjos.12286.
  • Stensrud, Mats Julius & Valberg, Morten (2017). Inequality in genetic cancer risk suggests bad genes rather than bad luck. Nature Communications. ISSN 2041-1723. 8(1165). doi: 10.1038/s41467-017-01284-y. Full text in Research Archive
  • Stensrud, Mats Julius & Strohmaier, Susanne (2017). Diastolic hypotension due to intensive blood pressure therapy: Is it harmful? Atherosclerosis. ISSN 0021-9150. 265, p. 29–34. doi: 10.1016/j.atherosclerosis.2017.07.019.
  • Stensrud, Mats Julius; Aalen, Odd O.; Valberg, Morten & Røysland, Kjetil (2017). Exploring selection bias by causal frailty models: The magnitude matters. Epidemiology. ISSN 1044-3983. 28(3), p. 379–386. doi: 10.1097/EDE.0000000000000621.
  • Stensrud, Mats Julius; Strohmaier, Susanne; Valberg, Morten & Aalen, Odd O. (2017). Can chance cause cancer? A causal consideration. European Journal of Cancer. ISSN 0959-8049. 75, p. 83–85. doi: 10.1016/j.ejca.2016.12.022.
  • Stensrud, Mats Julius (2016). Mendelsk randomisering - Genetisk tilnærming til epidemiologisk metode. Tidsskrift for Den norske legeforening. ISSN 0029-2001. 136(11), p. 1002–1005. doi: 10.4045/tidsskr.15.1262.
  • Tangerud, Åse; Potapenko, Ivan Olegovich; Skjerven, Helle & Stensrud, Mats Julius (2016). Radiologic evaluation of lumps in the male breast. Acta Radiologica. ISSN 0284-1851. 57(7), p. 809–814. doi: 10.1177/0284185115609802.
  • Stensrud, Mats Julius; Sogn, Carl Johan & Gundersen, Vidar (2015). Immunogold characteristics of VGLUT3-positive GABAergic nerve terminals suggest corelease of glutamate. Journal of Comparative Neurology. ISSN 0021-9967. 523(18), p. 2698–2713. doi: 10.1002/cne.23811.
  • Stensrud, Mats Julius; Puchades, Maja Amedjkouh & Gundersen, Vidar (2013). GABA is localized in dopaminergic synaptic vesicles in the rodent striatum. Brain Structure and Function. ISSN 1863-2653. doi: 10.1007/s00429-013-0609-4.
  • Stensrud, Mats Julius; Chaudhry, Farrukh Abbas; Leergaard, Trygve Brauns; Bjaalie, Jan G. & Gundersen, Vidar (2013). Vesicular glutamate transporter-3 in the rodent brain: Vesicular colocalization with vesicular -aminobutyric acid transporter. Journal of Comparative Neurology. ISSN 0021-9967. 521(13), p. 3042–3056. doi: 10.1002/cne.23331.
  • Ormel, Lasse; Stensrud, Mats Julius; Chaudhry, Farrukh Abbas & Gundersen, Vidar (2012). A distinct set of synaptic-like microvesicles in atroglial cells contain VGLUT3. Glia. ISSN 0894-1491. 60(9), p. 1289–1300. doi: 10.1002/glia.22348.
  • Ormel, Lasse; Stensrud, Mats Julius; Bergersen, Linda Hildegard & Gundersen, Vidar (2012). VGLUT1 is localized in astrocytic processes in several brain regions. Glia. ISSN 0894-1491. 60(2), p. 229–238. doi: 10.1002/glia.21258.

View all works in Cristin

  • Gran, Jon Michael & Stensrud, Mats Julius (2021). Målforsøk. Tidsskrift for Den norske legeforening. ISSN 0029-2001. 5. doi: 10.4045/tidsskr.20.0839.
  • Bartlett, Jonathan W.; Morris, Tim P.; Stensrud, Mats Julius; Daniel, Rhian M.; Vansteelandt, Stijn K. & Burman, Carl-Fredrik (2020). The Hazards of Period Specific and Weighted Hazard Ratios. Statistics in Biopharmaceutical Research (SBR). 12(4), p. 518–519. doi: 10.1080/19466315.2020.1755722.
  • Juul, Frederik Emil & Stensrud, Mats Julius (2020). En morbid innhøsting. Tidsskrift for Den norske legeforening. ISSN 0029-2001. doi: 10.4045/tidsskr.20.0648.
  • Stensrud, Mats Julius & Gran, Jon Michael (2020). Randomisering under en pandemi. Tidsskrift for Den norske legeforening. ISSN 0029-2001. 140(10). doi: 10.4045/tidsskr.20.0439.
  • Stensrud, Mats Julius (2019). Separable effects: New estimands for causal inference in competing risk settings.
  • Stensrud, Mats Julius (2019). Causal Survival Analysis in Continuous Time.
  • Stensrud, Mats Julius (2019). The elephant in the room: causal inference in the face of competing events .
  • Stensrud, Mats Julius (2019). Separable Effects.
  • Stensrud, Mats Julius (2019). New Estimands for Causal Inference in the Presence of Competing Risks.
  • Stensrud, Mats Julius (2019). La oss v?re pragmatiske. Tidsskrift for Den norske legeforening. ISSN 0029-2001. 139(8). doi: 10.4045/tidsskr.19.0059.
  • Stensrud, Mats Julius (2019). Er det intensjonen som teller? Tidsskrift for Den norske legeforening. ISSN 0029-2001. 139(6), p. 1–3. doi: 10.4045/tidsskr.18.0956.
  • Stensrud, Mats Julius & Strohmaier, Susanne (2019). How Do We Analyze Effects of Low Diastolic Blood Pressure? American Journal of Medicine. ISSN 0002-9343. 132(1), p. e23–e23. doi: 10.1016/j.amjmed.2018.07.046.
  • Huitfeldt, Anders & Stensrud, Mats Julius (2018). Re: Generalizing Study Results: A Potential Outcomes Perspective. Epidemiology. ISSN 1044-3983. 29(2), p. e13–e14. doi: 10.1097/EDE.0000000000000769.
  • Stensrud, Mats Julius; Valberg, Morten & Aalen, Odd O. (2017). Can collider bias explain paradoxical associations? Epidemiology. ISSN 1044-3983. 28(4), p. e39–e40. doi: 10.1097/EDE.0000000000000653.
  • Juul, Frederik Emil; Samuelsen, Jens-Øyvind & Stensrud, Mats Julius (2015). Sportslig språkforvirring. Tidsskrift for Den norske legeforening. ISSN 0029-2001. doi: 10.4045/tidsskr.15.0564.
  • Stensrud, Mats Julius & Aalen, Odd O. (2015). Hva kan vi si om kausalitet? Tidsskrift for Den norske legeforening. ISSN 0029-2001. 135(16), p. 1465–1467. doi: 10.4045/tidsskr.15.0347.

View all works in Cristin

Published Mar. 9, 2016 1:30 PM - Last modified June 30, 2019 1:47 PM