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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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Basics#

A bit of theory about complex-valued regression

Linear regression

Linear regression

Multiple regressors

Multiple regressors

Random noise

Random noise

Outliers

Outliers

Leverage points

Leverage points

Robust regression

Robust regression

Complex to real

Complex to real

Download all examples in Python source code: examples_complex_regression_python.zip

Download all examples in Jupyter notebooks: examples_complex_regression_jupyter.zip

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