Applying A/B test to help determing if company should launch the new page

This project explains why and how are the Bagged Models better than the Complete Model. Bagged Model parameters have tighter confidence interval and a lower bias.

Statistical demonstration (from probabilities to Logistics regression)

Monte Carlo simulation to verify properties of the central limit theorem

A simple Shiny app for demonstration of Central Limit Theorem

In this project the exponential distribution is investigated in R and it is compared with the Central Limit Theorem. The exponential distribution is simulated in R with rexp(n, lambda) where lambda is the rate parameter. The mean of exponential distribution is 1/lambda and the standard deviation is also 1/lambda. Set lambda = 0.2 for all of the …