Course: Statistical Inference

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Lecture Materials

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The links below are to the materials used during the lecture portions of this course. To sign up to take the course online, please visit the Johns Hopkins Data Science Specialization.

Week 1

» Introduction to Inference and Motivating Examples

» Probability

» Conditional Probability

» Expectations

Week 2

» Variability

» Common Distributions

» Asymptotics

Week 3

» T Confidence Intervals

» Hypothesis Testing

» p-Values

Week 4

» Power

» Multiple Comparisons

» Resampling