Course Outline
Slides, Probability, Conditional Probability, Central Limit Theorem, Law of Large Numbers
Slides, Confidence Interval, Population Mean, Expectation, Variance, Standard Deviation
Slides, Expectation and Variance of Discrete Random Variables
Slides, Expectation and Variance of Continuous Random Variables
Slides, Analysis of Common Distributions
Slides, Hypothesis Testing with One Sample, Null and Alternative Hypotheses, Type I and Type II Errors,
Slides, Hypothesis Testing with Two Samples
Slides, The Chi-Square Distribution, Goodness-of-Fit Test, Test of Independence, Test for Homogeneity
Slides, Linear Regression and Correlation, Linear Equations