CBM 502E - Statistical Analysis for Experimental Design and Data Processing

Course Objectives

1. Presenting the approaches for the evaluation of experimental data and interpretation of the results
2. Supporting experimental design by using statistical methods
3. Evaluation of experimental results with the aid of advanced statistical methods

Course Description

Introduction, Basic Concepts of Statistics, Probability Theory, Probability Distributions, Sampling Distributions, Statistical Hypothesis Testing, Regression Analysis, Analysis of Variance (ANOVA), Tolerance intervals and prediction intervals, Experimental design methods, sizing the experiment, Parameter estimation for amprical models