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It includes the following models:\n\n## Features\n\n- OLS Regression\n- Spatial Lag Model\n- Spatial Error Model\n\n## Installation\n\n```bash\nyarn add @geoda/regression\n```\n\n## Available Models\n\n### 1. OLS Regression\nBasic Ordinary Least Squares regression for spatial data analysis.\n\n### 2. Spatial Lag Model\nA spatial regression model that incorporates spatial dependence in the dependent variable. The model includes:\n- Spatial lag coefficient (Rho)\n- Maximum likelihood estimation\n- Comprehensive diagnostics including:\n  - Heteroskedasticity tests (Breusch-Pagan)\n  - Spatial dependence tests (Likelihood Ratio)\n  - Model fit statistics (R-squared, AIC, etc.)\n\n### 3. Spatial Error Model\nA spatial regression model that accounts for spatial autocorrelation in the error terms. The model includes:\n- Spatial error coefficient (Lambda)\n- Maximum likelihood estimation\n- Comprehensive diagnostics including:\n  - Heteroskedasticity tests (Breusch-Pagan)\n  - Spatial dependence tests (Likelihood Ratio)\n  - Model fit statistics (R-squared, AIC, etc.)\n\n## Usage\n\nEach model provides detailed output including:\n- Model coefficients and standard errors\n- Model fit statistics\n- Diagnostic tests for spatial dependence and heteroskedasticity\n- Variable-specific statistics\n\n## Example\n\n```typescript\nimport { spatialLagRegression } from '@geoda/regression';\n\nconst result = await spatialLagRegression({\n  x: independentVariables,\n  y: dependentVariable,\n  weights: spatialWeights,\n  xNames: ['var1', 'var2'],\n  yName: 'target',\n  datasetName: 'myDataset'\n});\n```\n\n## Output Format\n\nThe regression results include:\n- Basic model information (dataset name, number of observations, etc.)\n- Model coefficients and their significance\n- Model fit statistics (R-squared, AIC, etc.)\n- Diagnostic tests for spatial effects\n- Detailed variable-specific statistics\n\nFor more detailed information about each model, please refer to the [Spatial Regression documentation](/docs/reference/spatial-regression.md).\n","readmeFilename":"README.md"}