This text covers the foundations of statistics, beginning with sampling data, descriptive statistics, and probability. It then examines discrete and continuous random variables, the normal distribution, and the Central Limit Theorem. The course concludes with statistical inference, including confidence intervals and hypothesis testing for one sample.
Chapter 1: Sampling Data
Chapter 2: Descriptive Statistics
Chapter 3: Probability Topics
Chapter 4: Discrete Random Variables
Chapter 5: Continuous Random Variables
Chapter 6: The Normal Distribution
Chapter 7: The Central Limit Theorem
Chapter 8: Confidence Intervals
Chapter 9: Hypothesis Testing with One Sample