Introduction to Probability and Statistics
(STAT 230, 2022–2023 Fall)

• Syllabus

Lecture notes

• 01 Introduction
• 02 Descriptive Statistics
• 03 Probability Models
• 04 Discrete Random Variables
• 05 Continuous Random Variables
• 06 Relationships between Random Variables
• 07 Law of Large Numbers
• 08 Mixed Random Variables*
• 09 Joint Distribution of Random Variables
• 10 Central Limit Theorem
• 11 Introduction to Estimation
• 12 Point Estimation
• 13 Interval Estimation
• 14 Statistical Hypothesis Testing

Tests

• Quiz 1 (solutions)
• Quiz 2 (solutions)
• Quiz 3 (solutions)
• Quiz 4 (solutions)
• Quiz 5 (solutions)
• Final exam (solutions)