Statistics, Data Science, Analytics, Business Intelligence, Machine Learning.
proportions or counts of successes as the response variable. We assume the data is generated like coin flips (binomial distribution) and we want to predict the probability of success conditional on the predictors. We will use the Space Shuttle Challenger O-rings dataset for demonstration. In 1986,