Introduction to Probability and Statistics
(STAT 230, 2023–2024 Fall)

• Syllabus
• Learning Objectives

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 Joint Distribution of Random Variables
• 09 Central Limit Theorem
• 10 Estimation
• Another example of interval estimation
• 11 Hypothesis Testing

Exams

• Midterm 1 (solutions)
• Midterm 2 (solutions)
• Final exam (solutions)