MSDS 5043 - Principles of Statistical Analysis and Decision Modeling

Principles of statistical and probabilistic analysis with focus on practical decisions and risk using quantitative models. Topics include overview of probability, descriptive and graphical statistical methods, sampling and sampling distributions, estimation, hypothesis testing, analysis of variance, study design and linear regression, estimation, hypothesis testing, analysis of variance, study design and linear regression, of data from various industries and disciplines.