# MultiResponseResult


Prediction result for multiple responses.


Usage

``` python
MultiResponseResult(
    predictions,
    responses,
)
```


Returned by [MultiResponseGAM.predict()](MultiResponseGAM.md#whittaker.MultiResponseGAM.predict). Behaves like a dict keyed by response name (via `__getitem__`) and iterates over response names (via `__iter__`), while retaining the ordered list of responses for convenience.


## Attributes


`predictions: dict[str, PredictionResult]`  
Dict mapping response name to its [PredictionResult](PredictionResult.md#whittaker.PredictionResult) (values, optional standard errors, and linear predictor) from that response's individual [GAM](GAM.md#whittaker.GAM).

`responses: list[str]`  
List of response names (ordered), matching the order passed to [MultiResponseGAM](MultiResponseGAM.md#whittaker.MultiResponseGAM).