B2S Consulting offers the following analyses of observational data:
- Adjustment for Treatment Selection Bias (Patient Channeling) and Confounding
- Differential Patient Response to Treatment (Evidence Based Medicine)
- Covariate Adjustment with or without Inverse Probability Weighting
- Propensity Score Matching and Subclassification
- Instrumental Variable and Simultaneous Equation modeling
- Local Control Analyses: Robust Estimation of Local Average Treatment Effects (LATEs) and Local Treatment Differences (LTDs) via Clustering (Unsupervised Learning) and Sensitivity Analysis.
- Observational Study Methodology Workshops