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regressioninc 0.1.0a0
regressioninc 0.1.0a0

User Guide:

  • Introduction
  • Terminology
  • Basics
    • Linear regression
    • Multiple regressors
    • Random noise
    • Outliers
    • Leverage points
    • Robust regression
    • Complex to real
  • Linear models
    • Ordinary least-squares regression
    • Weighted least-squares regression
    • M Estimates robust regression

API Reference:

  • regressioninc package
    • regressioninc.linear package
      • regressioninc.linear.models module
      • regressioninc.linear.robust module
    • regressioninc.testing package
      • regressioninc.testing.complex module
      • regressioninc.testing.real module
    • regressioninc.base module
    • regressioninc.math module
    • regressioninc.transform module
    • regressioninc.validation module

Contributing:

  • Development
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Linear models#

Examples of linear models for complex-valued regeression

Ordinary least-squares regression

Ordinary least-squares regression

Weighted least-squares regression

Weighted least-squares regression

M Estimates robust regression

M Estimates robust regression

Download all examples in Python source code: examples_linear_models_python.zip

Download all examples in Jupyter notebooks: examples_linear_models_jupyter.zip

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