IE 504 Probability Theory and Statistics for Industrial Engineers

Basic probability theory: Sample space, events, probability, and conditional probability. Discrete and continuous random variables; marginal, joint and conditional distributions; expectations and conditional expectations. Inferential statistics: Sampling theory; parameter estimation, point and interval estimation and hypothesis testing. Applications in industrial engineering and operations research using statistical software packages.