causalEffects

▸ causalEffects(actions, fixed?, interval?, observationNoise?): Promise<any>

Get the causal effects of actions on the model. This function estimates the causal impact of specified actions on the model outcomes.

Parameters

Name	Type	Default value	Description
`actions`	`any`	`undefined`	A dictionary representing the actions to simulate.
`fixed`	`Object`	`{}`	A dictionary representing fixed nodes, if any.
`interval`	`number`	`0.9`	The interval at which to simulate the action.
`observationNoise`	`boolean`	`false`	Whether to include observation noise.

Promise<any>

A Promise resolving to the causal effects of the actions, including median, lower, and upper outcome estimates.

Throws

If the server request fails or returns an unexpected status code.

Example

const model = await client.getModel('test-model');
const causalEffects = await model.causalEffects({ 'x': [0, 1] });
console.log(causalEffects);