Probability Theory

Learning outcomes

• understand the concept of random variables
• understand the concept of probability
• understand and learn to use resampling to compute probabilities
• understand the concept probability mass function
• understand the concept probability density function
• understand the concept cumulative distribution functions
• use normal distribution
• understand the central limit theorem
• to understand and define sampling distribution and standard error
• to compute standard error of mean and proportions