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Transformations for Regression

Transformations for Regression

Author: Richard Enderton

There are 4 videos to this tutorial, followed by a worksheet, summary sheets, slides from the videos, and other resources.

1. A quick video review of logarithms

2. A video on algebraic linear transformation

3. A video on exponential linear transformation

4. A video on power linear transformation

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Quick Logarithm Review

Algebraic Linear Transformation

Exponential Linear Transformation

Power Linear Transformation

Exponential and Power Linear Transformations Worksheet


Chapter 12.1 Formula Summary


"Recipe" for Exponential Transformation


"Recipe for Power Transformation


Logarithm Review Slides


Algebraic Transformation Slides


Exponential Transformation Slides


Power Transformation Slides