https://github.com/hords01/health_program_for_cholesterol_statistics_tests
Scipy Tests
https://github.com/hords01/health_program_for_cholesterol_statistics_tests
anova-test cholesterol cholesterol-analysis graphics matplotlib scipy seaborn statistical-analysis statistical-tests
Last synced: about 2 months ago
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Scipy Tests
- Host: GitHub
- URL: https://github.com/hords01/health_program_for_cholesterol_statistics_tests
- Owner: Hords01
- License: mit
- Created: 2025-02-13T18:21:04.000Z (over 1 year ago)
- Default Branch: master
- Last Pushed: 2025-06-29T15:48:52.000Z (11 months ago)
- Last Synced: 2025-06-29T16:20:23.431Z (11 months ago)
- Topics: anova-test, cholesterol, cholesterol-analysis, graphics, matplotlib, scipy, seaborn, statistical-analysis, statistical-tests
- Language: Python
- Homepage:
- Size: 305 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# 🩺 Health Program for Cholesterol
This repository presents a statistical analysis project based on a dataset created by **Asst. Prof. Dr. Eda Özkul** as part of a coursework assignment on basic statistical algorithms.
📌 Contact: [Eda Özkul – Karadeniz Technical University](https://avesis.ktu.edu.tr/edaozkul)
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## 📚 Project Summary
A health program was designed for cholesterol patients to monitor the effectiveness of lifestyle changes over time. During the program, various metrics were recorded, including:
- **Age**
- **Weight** (before and after the program)
- **Cholesterol levels** (initial, 3rd month, and after the program)
- **Average glucose levels** (during the program)
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## 🧪 Statistical Questions (α = 0.05)
This study aims to answer the following questions using appropriate statistical hypothesis tests:
1. Does the health program significantly change cholesterol levels?
2. Is there a significant difference in glucose levels between genders?
3. Does the health program significantly change participants' weight?
4. Is there a significant difference in glucose levels across age groups?
5. Is there a significant difference in the average ages of female and male patients?
6. Does the program significantly change cholesterol levels for **women**?
7. Does the program significantly change cholesterol levels for **men**?
8. Does the program significantly change **women’s** weight?
9. Does the program significantly change **men’s** weight?
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## 🧾 Dataset Variable Descriptions
### ➤ Categorical Variables
- **`gender`**
- `1`: Female
- `2`: Male
- **`cat_age`** (Categorical Age Group)
- `1`: ≤ 40 years
- `2`: 41–50 years
- `3`: 51–70 years
- `4`: ≥ 71 years
### ➤ Numerical Variables
- **`kg_before`**: Weight before the program (kg)
- **`kg_after`**: Weight after the program (kg)
- **`cho_init`**: Cholesterol level before the program
- **`cho_3mo`**: Cholesterol level at the 3rd month
- **`cho_6mo`**: Cholesterol level after the program
- **`glucose`**: Average glucose level during the program
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## 📌 Citation / Attribution
If you use this repository, its code, or any part of it in your research, publication, or project, **please cite or give appropriate credit** as follows:
### 🔹 Code & Methodology
> **Emirkan Beyaz**, *"Health_Program_for_Cholesterol_Statistics_Tests"*, GitHub Repository,
> [https://github.com/Hords01/Health_Program_for_Cholesterol_Statistics_Tests](https://github.com/Hords01/Health_Program_for_Cholesterol_Statistics_Tests), 2025.
> Please cite this repository or mention the author when using or referencing the code.
### 🔹 Dataset Attribution
The dataset was created and provided by **Asst. Prof. Dr. Eda Özkul**.
> If you use or build upon this dataset, please acknowledge:
> **Eda Özkul**, *"Cholesterol Dataset"*,
> Karadeniz Technical University, Faculty of Science, Department of Statistics and Computer Science, 2025.
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## 📬 Contact
If you have any questions, issues, or suggestions, feel free to reach out via GitHub or through my profile.
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