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Prof. Dr. Eda Özkul** as part of a coursework assignment on basic statistical algorithms.\n\n📌 Contact: [Eda Özkul – Karadeniz Technical University](https://avesis.ktu.edu.tr/edaozkul)\n\n---\n\n## 📚 Project Summary\n\nA health program was designed for cholesterol patients to monitor the effectiveness of lifestyle changes over time. During the program, various metrics were recorded, including:\n\n- **Age**\n- **Weight** (before and after the program)\n- **Cholesterol levels** (initial, 3rd month, and after the program)\n- **Average glucose levels** (during the program)\n\n---\n\n## 🧪 Statistical Questions (α = 0.05)\n\nThis study aims to answer the following questions using appropriate statistical hypothesis tests:\n\n1. Does the health program significantly change cholesterol levels?\n2. Is there a significant difference in glucose levels between genders?\n3. Does the health program significantly change participants' weight?\n4. Is there a significant difference in glucose levels across age groups?\n5. Is there a significant difference in the average ages of female and male patients?\n6. Does the program significantly change cholesterol levels for **women**?\n7. Does the program significantly change cholesterol levels for **men**?\n8. Does the program significantly change **women’s** weight?\n9. Does the program significantly change **men’s** weight?\n\n---\n\n## 🧾 Dataset Variable Descriptions\n\n### ➤ Categorical Variables\n\n- **`gender`**\n  - `1`: Female\n  - `2`: Male\n\n- **`cat_age`** (Categorical Age Group)\n  - `1`: ≤ 40 years\n  - `2`: 41–50 years\n  - `3`: 51–70 years\n  - `4`: ≥ 71 years\n\n### ➤ Numerical Variables\n\n- **`kg_before`**: Weight before the program (kg)  \n- **`kg_after`**: Weight after the program (kg)  \n- **`cho_init`**: Cholesterol level before the program  \n- **`cho_3mo`**: Cholesterol level at the 3rd month  \n- **`cho_6mo`**: Cholesterol level after the program  \n- **`glucose`**: Average glucose level during the program  \n\n---\n\n## 📌 Citation / Attribution\n\nIf 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:\n\n### 🔹 Code \u0026 Methodology\n\u003e **Emirkan Beyaz**, *\"Health_Program_for_Cholesterol_Statistics_Tests\"*, GitHub Repository,  \n\u003e [https://github.com/Hords01/Health_Program_for_Cholesterol_Statistics_Tests](https://github.com/Hords01/Health_Program_for_Cholesterol_Statistics_Tests), 2025.  \n\u003e Please cite this repository or mention the author when using or referencing the code.\n\n### 🔹 Dataset Attribution\nThe dataset was created and provided by **Asst. Prof. Dr. Eda Özkul**.  \n\u003e If you use or build upon this dataset, please acknowledge:  \n\u003e **Eda Özkul**, *\"Cholesterol Dataset\"*,  \n\u003e Karadeniz Technical University, Faculty of Science, Department of Statistics and Computer Science, 2025.\n\n---\n\n## 📬 Contact\n\nIf you have any questions, issues, or suggestions, feel free to reach out via GitHub or through my profile.\n\n---\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhords01%2Fhealth_program_for_cholesterol_statistics_tests","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhords01%2Fhealth_program_for_cholesterol_statistics_tests","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhords01%2Fhealth_program_for_cholesterol_statistics_tests/lists"}