Table 1 Some common response types and loss functions
Response type | Loss function |
|---|---|
Quantitative | Sum of squares ∑ j (y j -η j )2 |
Censored survival time | Partial log-likelihood |
Categorical | Multinomial log-likelihood |
Response type | Loss function |
|---|---|
Quantitative | Sum of squares ∑ j (y j -η j )2 |
Censored survival time | Partial log-likelihood |
Categorical | Multinomial log-likelihood |