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Statistics with Python


  • Machine learning-based regression methods and cross validation / prediction
  • Calculate p-value from t-statistic in a simple regression in Python
  • Linear regression (OLS) and p-value in Python (and F-test)
  • Statistics: one-way ANOVA in Python
  • Statistics: F test and feature selection
  • Linear regression with numpy and matplotlib
  • PCA first trial with sklearn
  • ECDF: Empirical Cumulative Distribution Function
  • Linear Regression (multiple predictors) with sklearn
  • How to find power-law exponents
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