Ingeborg Waernbaum received her Ph.D. in Statistics from Umeå University in 2008. She is professor at Uppsala University, Department of Statistics (2019). Her research interests include statistical methods for register based research. Robust estimation of causal effects, causal inference in case-control designs and applications where causal effects are estimated with register data lies within her field of research.
Projects and publications at IFAU
- Semi-parametric estimation of multi-valued treatment effects for the treated: estimating equations and sandwich estimators
- Model misspecification and bias for inverse probability weighting and doubly robust estimators
Correlation and efficiency of propensity score-based estimators for average causal effects
Communications in Statistics: Computation and Simulation, 2017, vol.46, no. 5, pp.3458-3478
Effects of correlated covariates on the efficiency of matching and inverse probability weighting estimators for causal inference
Statistics: A Journal of Theoretical and Applied Statistics, 2015, vol. 49, no. 4, pp. 795-814DOI:10.1080/02331888.2014.925899