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Statistics and Applications


Here are links of PPT PowerPoint Presentations, pdf PDF documents and word Word documents.

Topics

Introduction to probability, probability distributions, point estimation, confidence intervals, hypothesis testing, linear regression and analysis of variance.

1. Probability Intro
2. Random Variables
3. Discrete Distributions
4. Continuous Distributions
5. Normal Distribution
6. Jointly-Distributed Random Variables and Correlation
7. Central Limit Theorem
8. Descriptive Statistics
9. Point Estimation
10. Confidence Intervals
11. Hypothesis Testing

ISYE 3770 course taken at the Georgia Institute of Technology.

Strategy

Lesson Learned: Understand and master the homeworks perfectly.

Course Materials