Table 1. WAIC score differences relative to the score for model M3.
Model | Effects | Δ WAIC |
---|---|---|
M0 | random | 531 |
M1 | random + control + experimental (time only) | 336 |
M2 | random + control + experimental + pairwise interactions | 33 |
M3 | random + control + experimental + pairwise interactions + 3-way interaction | 0 |
Model M3 has the lowest WAIC score and is therefore preferred for out-of-sample prediction—the standard for model quality measured by WAIC. Larger WAIC score differences indicate less preferred models relative to M3. The models increase in complexity reading down the table.