Causal inference in epidemiologic research – Arvid Sjölander's research group

We develop statistical methods for drawing causal inference from observational data, with particular focus on Swedish register-based studies.

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Our research

We develop statistical methods for drawing causal inference from observational data, with particular focus on Swedish register-based studies. We have developed methods for estimation of attributable fractions, analysis of twin- and sibling-data, instrumental variable estimation and doubly robust estimation. We have also developed sensitivity analysis for unmeasured confounding, and non-parametric bounds for estimation of causal effects.

Publications

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Staff and contact

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Visiting address

Karolinska Institutet, Department of Medical Epidemiology and Biostatistics, Nobels väg 12A, Stockholm, 171 77, Sweden

Postal address

Karolinska Institutet, Department of Medical Epidemiology and Biostatistics, PO Box 281, Stockholm, 171 77, Sweden

Keywords:
Biostatistics Epidemiology Epidemiology Medical Biostatistics Probability Theory and Statistics (Statistics with medical aspects at 30118 and with social aspects at 50907) Show all
Content reviewer:
Arvid Sjölander
Gunilla Sonnebring
13-11-2024