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The Art of A/B Testing
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Kursusindhold

The Art of A/B Testing

The Art of A/B Testing

1. What is A/B testing?
Let's StartPrepare for the TestExample A/A Test
2. Normality Check
About NormalityDescriptive StatisticsChallenge: Descriptive StatsHistograms and Box Plots Challenge: Plotting HistsChallenge: Plotting BoxplotsShapiro TestChallenge: Shapiro Test
3. Variances in A/B Testing
Violin and Swarm PlotsChallenge: Violin and Swarm Plots (Part 1)Challenge: Violin and Swarm Plots (Part 2)Levene's TestChallenge: First Levene's TestChallenge: Second Levene's Test
4. T-Test
Graphical Results of Previous StudiesThe First T-TestChallenge: Second T-testThe Third T-TestChallenge: Fourth T-Test
5. U-Test
Metrics Challenge: Define metricChallenge: Another Normality TestThe First U-TestChallenge: The Second U-TestChallenge: The Last U-TestThe Third U-testResults

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Challenge: Shapiro Test

Opgave

Swipe to start coding

In this exercise, your goal will be to determine the normality of the distribution using the Shapiro test. Along with visual analysis, this test allows you to verify that your distribution is indeed normal. This knowledge is key in controlled experiments.

  1. Read files.
  2. Do the Shapiro test of the Click column for the control sample.
  3. Do the Shapiro test of the Click column for the test sample.

Løsning

Switch to desktopSkift til skrivebord for at øve i den virkelige verdenFortsæt der, hvor du er, med en af nedenstående muligheder
Var alt klart?

Hvordan kan vi forbedre det?

Tak for dine kommentarer!

Sektion 2. Kapitel 8
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book
Challenge: Shapiro Test

Opgave

Swipe to start coding

In this exercise, your goal will be to determine the normality of the distribution using the Shapiro test. Along with visual analysis, this test allows you to verify that your distribution is indeed normal. This knowledge is key in controlled experiments.

  1. Read files.
  2. Do the Shapiro test of the Click column for the control sample.
  3. Do the Shapiro test of the Click column for the test sample.

Løsning

Switch to desktopSkift til skrivebord for at øve i den virkelige verdenFortsæt der, hvor du er, med en af nedenstående muligheder
Var alt klart?

Hvordan kan vi forbedre det?

Tak for dine kommentarer!

Sektion 2. Kapitel 8
Switch to desktopSkift til skrivebord for at øve i den virkelige verdenFortsæt der, hvor du er, med en af nedenstående muligheder
Vi beklager, at noget gik galt. Hvad skete der?
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