#hypothesis-testing

Create a statistical analysis tool for A/B test results. Features: 1. Calculate conversion rate for Control vs Variant. 2. Compute p-value using two-proportion z-test. 3. Determine statistical significance at 95% confidence level. 4. Calculate required sample size for desired power (80%). 5. Visualize confidence intervals with error bars. Include interpretation guidelines for non-technical stakeholders.