In this course, students will be introduced to main aspects of statistical hypotheses. A simple engineering approach is adopted with several of examples to explain ideas. The course explains and develop skills toward proper hypotheses formulation and testing methodologies. Major points about hypotheses on the mean and variance of a population are covered.
Finally, we make the use of both Minitab and Matlab software to help us quickly perform our tests. Friendly tutorials are given with examples for both software.
You will get refreshing information about probabilities, statistics distribution. The focus is given to understand normal probability distribution.
Learn how to use Chi-2 test on a population variance.
Introduce to Minitab software environment. Basic issues are covered.
This is the full course material in a single pdf file, total of 114 slides.
A PhD candidate in the school of Electrical and Electronic Engineering at Nanyang Technological University in Singapore. My research interests are in areas of energy management, applied statistics, optimization engineering and machine learning.