Search for dissertations about: "Sensitivity Analysis of Untestable Assumptions in Causal Inference"

Found 1 swedish dissertation containing the words Sensitivity Analysis of Untestable Assumptions in Causal Inference.

  2. 1. Sensitivity Analysis of Untestable Assumptions in Causal Inference

    Author : Mathias Lundin; Xavier de Luna; Maria Karlsson; Sune Karlsson; Umeå universitet; []
    Keywords : NATURVETENSKAP; NATURAL SCIENCES; Observational studies; semiparametric regression; unconfoundedness; Causal inference; Statistics; Statistik; Statistics; statistik;

    Abstract : This thesis contributes to the research field of causal inference, where the effect of a treatment on an outcome is of interest is concerned. Many such effects cannot be estimated through randomised experiments. For example, the effect of higher education on future income needs to be estimated using observational data. READ MORE