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Python For Data Analysts
  • Python For Data Analysts
  • 1. Hello World: Python Setup/How Computers Run Code
  • 2. pandas: Structuring Data For Analysis
  • 3. statsmodels: Traditional Statistics
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3. statsmodels: Traditional Statistics

Previous2. pandas: Structuring Data For Analysis

Last updated 1 year ago

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Selections From The statsmodels Documentation

  1. Linear Regression:

  2. Random Effects/Mixed Models:

  3. Count Data And Link Functions:

  4. Simpler Model Notation:

  5. Analysis of Variance:

  6. Assessing Model Assumptions:

  7. Visualizing Fitted Models:

  8. Visualizing Continuous Variables:

  9. Visualizing Distributions:

Ordinary least Squares
Linear Mixed Effects Models
Generalized Linear Models
Generalized Linear Models (Formula)
Interaction and ANOVA
Regression Diagnostics
Regression Plots
Box Plots
Kernel Density Estimation