Statistical tests are essential tools for data analysis, but their reliability hinges on the data meeting certain criteria. When these criteria are unmet, it can lead to potentially misleading or invalid results. Hence, it's crucial to validate these assumptions before conducting any statistical analysis.
These project is designed to screen a predictor and a target variable to recommend various statistical tests that can be performed on the data provided by evaluating their satisfaction on corresponding assumptions
these projects provide;
- Properties of each data, such as it's distribution
- Assumptions met by each data
- recommendation of a statistical test