Welcome to the Hypothesis Testing repository! 🎉 This repository contains solutions to four distinct problem statements, showcasing the application of various statistical techniques in hypothesis testing using Python.
📂 Repository Structure The repository is organized as follows:
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├── Datasets.zip
├── Problem1.ipynb
├── Problem2.ipynb
├── Problem3.ipynb
├── Problem4.ipynb
├── README.md
Each Python file focuses on solving a unique problem statement using hypothesis testing methods.
🛠️ Tools and Libraries The solutions use Python and the following libraries:
- numpy
- scipy
- pandas
- matplotlib (for visualization)
📊 Insights Each solution includes:
- Hypothesis formulation (null and alternative hypotheses).
- Python implementation of the hypothesis test.
- Interpretation of the results.