regressioninc package

Subpackages

• regressioninc.linear package
  • Submodules
    • regressioninc.linear.models module
      • add_intercept()
      • complex_to_real()
      • real_params_to_complex()
      • apply_weights()
      • LinearEstimate
      • LinearEstimator
      • lstsq()
      • OLS
      • WLS
      • MEstimate
      • MEstimator
    • regressioninc.linear.robust module
      • mad()
  • Module contents
• regressioninc.testing package
  • Submodules
    • regressioninc.testing.complex module
      • ComplexGrid
      • generate_linear_grid()
      • generate_random_regressors()
      • generate_linear_random()
      • add_gaussian_noise()
      • add_outliers()
      • plot_regressand()
      • plot_regressand_original()
      • plot_regressor()
      • plot_estimate()
      • plot_complex()
    • regressioninc.testing.real module
      • generate_linear()
      • add_gaussian_noise()
      • add_outliers()
      • linear_real_with_leverage()
      • linear_real_with_outliers_and_leverage()
      • plot_1d()
      • get_X_plane()
      • plot_2d()
  • Module contents

Submodules

• regressioninc.base module
  • Estimate
    • Estimate.params
  • Estimator
    • Estimator.estimate
    • Estimator.fit()
• regressioninc.math module
  • transpose()
  • sum_r2()
  • geometric_median()
• regressioninc.transform module
  • complex_to_real_2d()
  • complex_to_real_view()
  • real_2d_to_complex()
  • real_view_to_complex()
• regressioninc.validation module
  • num_samples()
  • validate_non_negative()
  • validate_array()
  • validate_lengths()
  • validate_X_y()
  • validate_weights()

Module contents

A package for doing regression in the complex domain