https://github.com/zazencodes/esoph_linear_model

Importing esoph into python from R datasets and building multivariate linear models
https://github.com/zazencodes/esoph_linear_model

Last synced: 2 months ago
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Importing esoph into python from R datasets and building multivariate linear models

• Host: GitHub
• URL: https://github.com/zazencodes/esoph_linear_model
• Owner: agalea91
• Created: 2016-04-28T08:01:12.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2016-05-07T18:05:46.000Z (over 8 years ago)
• Last Synced: 2024-05-29T23:20:04.210Z (8 months ago)
• Language: Jupyter Notebook
• Homepage: https://galeascience.wordpress.com/2016/05/05/linear-models-for-predicting-esophagus-cancer-likelihood/
• Size: 8.77 MB
• Stars: 0
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-ai-cancer - agalea91/esoph_linear_model - [[Article](https://galeascience.wordpress.com/2016/05/05/linear-models-for-predicting-esophagus-cancer-likelihood/)] - Modeling of an esophageal cancer study in iPython (Code / Repositories)

README

        
# Linear modeling of an esophageal cancer study

My [blog post](https://galeascience.wordpress.com/2016/05/05/linear-models-for-predicting-esophagus-cancer-likelihood/) details the process of loading the `esoph` dataset into Python using `statsmodels`.

The ipython notebook file in this repository contains the full analysis. You can see, for example, how to make the following figures:

![](https://github.com/agalea91/esoph_linear_model/blob/master/figures/two_feature_model_3d_2.png)

![](https://github.com/agalea91/esoph_linear_model/blob/master/figures/lm_age.png)

![](https://github.com/agalea91/esoph_linear_model/blob/master/figures/three_variable_model_no_int_residuals.png)