Introduction

Lectures: ASYNCHRONOUS ONLINE (12-13-2022 to 01-11-2023)
Location: Online
Instructors: Haifeng Wang (Department of Industrial and Systems Engineering), email: wang@ise.msstate.edu
TEXTBOOK: Montgomery, Douglas C., and George C. Runger. Applied statistics and probability for engineers (7th Edition). John wiley & sons. (No need to purchase the book)

Lectures (Slides Download Not Applicable)

Chapter	Topic	Lecture Slides and Material	Lecture Video	Chapter Review
2	Probability	Slides	[Videos]: Total Length 2:52:39 Ch2-1 Sample Space and Events Ch2-2 Counting Techniques Ch2-3 Axioms of Probability and Events Operation Ch2-4 Conditional Probability and Independence Ch2-5 Total Probability Rules Ch2-6 Bayes’ Theorem	Slides; [Video]
3	Discrete Random Variables and Probability Distributions	Slides	[Videos]: Total Length 1:52:00 Ch3-1 PMF and CDF Ch3-2 Mean and Variance for Discrete Distribution Ch3-3 Discrete Uniform Distribution Ch3-4 Bernoulli Trial and Binomial Distribution Ch3-5 Poisson Distribution	Slides; [Video]
4	Continuous Random Variables and Probability Distributions	Slides; Appendix A (Also be used in Chapters 8 &9)	[Videos]: Total Length 1:43:29 Ch4-1 PDF CDF Mean Variance for Continuous Variables Ch4-2 Continuous Uniform Distribution Ch4-3 Exponential Distribution Ch4-4 Normal Distribution 1-2 Ch4-5 Normal Distribution 2-2	Slides; [Video]
5	Joint Probability Distributions	Slides	[Videos]: Total Length 0:47:11 Ch5-1 Joint Distributions and Marginal Probability Ch5-2 Covariance Correlation and Independence	Slides; [Video]
6	Descriptive Statistics	Slides	[Videos]: Total Length 1:00:29 Ch6-1 Numerical Summaries of Data Ch6-2 Plots for Sample Data	Slides; [Video]
7	Point Estimation of Parameters and Sampling Distributions	Slides	[Videos]: Total Length 1:18:27 Ch7-1 Point Estimation and Sampling Distributions Ch7-2 Central Limit Theorem Ch7-3 Unbiased Estimators Method of Moments Ch7-4 Method of Maximum Likelihood	Slides; [Video]
8	Statistical Intervals for a Single Sample	Slides	[Videos]: Total Length 1:13:58 Ch8-1 Confidence Interval Variance Known Ch8-2 Confidence Interval Variance Unknown Ch8-3 CI on the Variance Chi-Square	Slides; [Video]
9	Tests of Hypotheses for a Single Sample	Slides	[Videos]: Total Length 2:06:49 Ch9-1 Hypothesis Testing Ch9-2 Type I and II Errors Ch9-3 P-values Ch9-4 Tests on the Mean of a Normal Distribution Variance Known Ch9-5 Tests on Variance Unknown and Test on Variance	Slides; [Video]