Modelling and Estimation

03/05/2023

Methods

Bayesian Causal Networks

Example: Computerised Physician Order Entry

Example: Computerised Physician Order Entry

Nuckols et al.

Example: Weekend Consultants

Expert Elicitation• What happens when there are no data?

• Can use expert elicitation.

Figure: Example group subjective prior, from Yao et al. (2012) BMJ Qual Saf. See also Lilford et al. (2014) BMC Health Serv Res.

Conclusions