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geodalib / regression/src / spatialLagRegression

Function: spatialLagRegression() ​

spatialLagRegression(props): Promise<SpatialLagResult>

Defined in: regression/src/regression/spatial-lag.ts:84

Perform a spatial lag regression analysis using maximum likelihood estimation.

Example ​

typescript
import { spatialLagRegression } from '@geodash/regression';

// two independent variables, one dependent variable, and weights
// three observations
const weights = [[1], [0, 2], [0]];
const weightsValues = [1.0, 1.0, 1.0];

const result = await spatialLagRegression({
  x: [[1, 2, 3], [4, 5, 6]],
  y: [1, 2, 3],
  weightsId: 'weights',
  weights,
  weightsValues,
  xNames: ['x1', 'x2'],
  yName: 'y',
  datasetName: 'dataset',
});

Parameters ​

props ​

LinearRegressionProps

The properties for the spatial lag regression.

Returns ​

Promise<SpatialLagResult>

The result of the spatial lag regression.