A
trade-off between how well the model fits the data and the tractability of inference
•
•
•
• This makes it feasible to fit very
complicated models, but the approximations that are tractable
may be very poor.
How well the model fits the data
The inaccuracy of inference
parameters
data
approximating posterior distribution
true posterior distribution
new objective function
