From: Adjustment for unmeasured confounding through informative priors for the confounder-outcome relation
Referencea | Frequentist analysis | Bayesian analysis - 1 | Bayesian analysis - 2 | |
---|---|---|---|---|
Prior for relation BMI-SBPb | – | – | N(μ = 0.32, τ = 1000) | N(μ =0.77, τ = 100) |
Estimated effect of LDL on SBPb | 1.24 (0.53) | 1.03 (0.53) | 1.06 (0.53) | 1.05 (0.54) |
Estimated effect of BMI on SBPb | 0.32 (0.15) | 0.44 (0.14) | 0.33 (0.03) | 0.66 (0.08) |