Course Probability and Statistics

This course provides understanding and mastery of statistical and probability concepts for data analysis starting with measurement theory and terms related to statistics, the concept of probability, random variables both discrete and continuous, mathematical expectations, distribution functions of random variables both discrete and continuous, parameter estimation as well as hypothesis testing. In the discussion of hypothesis testing, it includes testing the difference in mean and variance for one or more samples, both independent and paired, simple linear regression analysis, multiple linear regression analysis, explanatory factor analysis, confirmatory factor analysis, non-parameteric statistical analysis and data collection techniques (methods). sampling).

Program Objectives (PO)