Fokuspräsentationen

Philip Dawid - "A probabilistic approach to direct and indirect effects"

• Didelez, V., Dawid, A. P. and Geneletti, S. (2006). Direct and indirect effects of sequential treatments. In Proc. 22nd Annual Conference on Uncertainty in Artical Intelligence (R. Dechter and T. S. Richardson, Eds.). AUAI Press, Arlington, Virginia, 138-146.
• Geneletti, S. (2007). Identifying direct and indirect effects in a non-counterfactual framework. J. R. Statist. Soc. B 69, Part 2, 199-215.

Kosuke Imai - "The potential outcome approach to direct effects: Definition, identification, and sensitivity analysis"

• Identification and Sensitivity Analysis for Multiple Causal Mechanisms: Revisiting Evidence from Framing Experiments

David MacKinnon - "Introduction to Mediation Analysis: Importance, Applications, and Examples"

• Slides: Introduction to Mediation Analysis: Importance, Applications, and Examples
• Reference list: Introduction to Mediation Analysis: Importance, Applications, and Examples

Rolf Steyer - "The definition of total, direct and indirect effects and their identification"

• Total, Direct and Indirect Effects
• Slides: Total, direct, and indirect effects in experiments and quasi-experiments

Johannes Textor - "Graphical Approaches to Covariate Selection for Direct and Partial Causal Effects"

• Presentation: Graphical Approaches to Covariate Selection for Direct and Partial Causal Effects

Felix Thoemmes - "Covariate selection for total and direct effects: A comparative view"

• Slides: Covariate selection for total and direct effects: A comparative view

Kurzbeiträge

Sonja Hahn

• Abstract: "Unbalanced designs containing a qualitative covariate as a factor: Are two-way ANOVA procedures adequate to test a causal hypothesis?"
• Slides: "Unbalanced designs containing a qualitative covariate as a factor: Are two-way ANOVA procedures adequate to test a causal hypothesis?"

Martin Huber

• Abstract: "Identifying causal mechanisms in experiments (primarily) based on inverse probability weighting"
• Presentation: "Identifying causal mechanisms in experiments (primarily) based on inverse probability weighting"

Ana Kolar

• Abstract: "Causal Inference From Small Samples Using Propensity Score Matching Techniques"

Boris Mayer

• Abstract: "Conditional Causal Effects in Cross-Cultural Research: Two Examples using HLM and SEM"

Marie-Ann Sengewald

• Abstract: "Accounting for fallible covariates - a comparison of ANCOVA and Propensity Score methods"
• Slides: "Accounting for fallible covariates in ANCOVA and Propensity Score methods"