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Bio-Statistics Correlation Coefficient and Hypothesis Testing

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About The Project

This main purpose of this project is to implement the concepts of statistics namely Correlation and Hypothesis Testing

Toolbox

  • Python
  • Numpy
  • Pandas
  • Matplotlib
  • Scipy

Project Walk Through

First we have two sets of data lusc-rsem-fpkm-tcga_paired.txt and lusc-rsem-fpkm-tcga-t_paired.txt, healthy and cancerous respictively. they represent the Genes Expressions for both healthy and cancer type Lung Squamous Cell Carcinoma (LUSC), knowing that the data is paired.

The Project Files are in this manner

  1. helpers.py: This file contains all the functions created to calculate both Correlation and Hypothesis Testing.
  2. main.ipynb: This file contains the processing of the data and the outputs after each operation.
  3. main.py: it is the same as main.ipynb but it does not give a visual aid of the output after each process.

Our Team

  • Ramadan Ibrahem - linkedin-shield
  • Muhammad Seyam - linkedin-shield
  • Muhammad Abd-ElAziz - linkedin-shield
  • Haithem Emad - linkedin-shield

About

This project is a part of the SBE304 course (Bio-Statistics) in the Systems and Biomedical Engineering Department - Cairo University
Dr.Ibrahim Mohamed Ibrahim
TA. Eslam Adel

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