Core unitUnit 13 of 24
Statistics II
Learn how statistical inference, estimation, and hypothesis testing extract meaning from data.
Difficulty
Beginner
Estimated study
200 hours
Duration
Self-paced
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About this unit
Unit overview
This unit extends statistical inference to regression, experimental design and more complex data. You will examine model assumptions, quantify uncertainty and select appropriate methods for drawing defensible conclusions.
Learning outcomes
What you’ll learn
- 01Fit and interpret linear and multiple regression models
- 02Compare groups using analysis of variance
- 03Design experiments and observational studies
- 04Diagnose assumptions and communicate inferential uncertainty