Multiple Regression
Some examples
- Prescribing could be modelled as a function of how the drug performs against certain attributes
Rx = 20 + 2.65 x 'satisfactorily controls condition' + 1.35 x 'does not cause weight gain' + 1.30 x 'results in high level of compliance' + 0.80 x 'has low incidence of side effects' - 1.25 x 'requires periodic monitoring' - 1.55 x 'potential for drug interactions' A unit rise in performance against 'does not cause weight gain' implies a rise of 1.35 in Rx - Customer satisfaction can often be modelled as a function of its 'components' e.g. service and value