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Bootstrap Confidence Intervals

Professor Knudson via YouTube

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Overview

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This course introduces bootstrap methods for constructing confidence intervals for a single mean, differences between two means, and regression coefficients. It also covers the general bootstrap procedure and characteristics of the resulting distribution.

Syllabus

1. Why Bootstrap?.
2. Bootstrap for One Mean.
3. General Steps to Bootstrap.
4. Bootstrap Confidence Intervals for a Difference in Two Means.
5. Bootstrap Confidence Intervals for Regression Coefficients.
6. Characteristics of the Bootstrap Distribution.

Taught by

Professor Knudson

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