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Codecademy

Hypothesis Testing: Experimental Design

via Codecademy

Overview

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Learn how to set up experiments to both address research questions and weigh the trade off between resources and errors.
Designing experiments is at the core of hypothesis testing, and a well designed experiment can result in invaluable data. Learn how to choose an appropriate hypothesis test, use a sample size calculator, and make decisions about how to prioritize time and budget constraints.


* Design reliable experiments

* Calculate sample size

* Weigh the tradeoffs between error and expense

Syllabus

  • Experimental Design: Learn to design an experiment to make a decision using a hypothesis test.
    • Article: How to Choose a Hypothesis Test
    • Lesson: A/B Testing: Sample Size Calculators
    • Lesson: Sample Size Determination with Simulation
    • Quiz: Sample Size Determination
    • Project: A/B Testing at Nosh Mish Mosh
    • Informational: Next Steps

Taught by

Kenny Lin

Reviews

4.4 rating at Codecademy based on 9 ratings

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