import { LinearRegressionResult, SpatialErrorResult, SpatialLagResult } from '@geoda/regression';
import { WeightsProps } from '../types';
export type RegressionDataProps = {
    dependentVariable: string;
    independentVariables: string[];
    weights?: string;
    dependentVariableData?: number[];
    independentVariablesData?: number[][];
    modelType?: string;
    datasetName?: string;
    result: LinearRegressionResult | SpatialLagResult | SpatialErrorResult | null;
};
export type RunRegressionProps = {
    datasetName: string;
    model: string;
    y: number[];
    yName: string;
    x: number[][];
    xNames: string[];
    weights?: WeightsProps;
};
export declare function runRegression({ model, y, x, yName, xNames, weights, datasetName, }: RunRegressionProps): Promise<RegressionDataProps>;
export declare function isLinearRegressionResult(regressionReport: LinearRegressionResult | SpatialLagResult | SpatialErrorResult | null): regressionReport is LinearRegressionResult;
export declare function isSpatialLagResult(regressionReport: LinearRegressionResult | SpatialLagResult | SpatialErrorResult | null): regressionReport is SpatialLagResult;
export declare function isSpatialErrorResult(regressionReport: LinearRegressionResult | SpatialLagResult | SpatialErrorResult | null): regressionReport is SpatialErrorResult;
export declare const printRegressionResult: (report: LinearRegressionResult | SpatialLagResult | SpatialErrorResult | null) => string;