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The Art of A/B Testing
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Kursinnhold

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

Oppgave

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 desktopBytt til skrivebordet for virkelighetspraksisFortsett der du er med et av alternativene nedenfor
Alt var klart?

Hvordan kan vi forbedre det?

Takk for tilbakemeldingene dine!

Seksjon 2. Kapittel 8
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book
Challenge: Shapiro Test

Oppgave

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 desktopBytt til skrivebordet for virkelighetspraksisFortsett der du er med et av alternativene nedenfor
Alt var klart?

Hvordan kan vi forbedre det?

Takk for tilbakemeldingene dine!

Seksjon 2. Kapittel 8
Switch to desktopBytt til skrivebordet for virkelighetspraksisFortsett der du er med et av alternativene nedenfor
Vi beklager at noe gikk galt. Hva skjedde?
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