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Description

Art of Stat: Concepts
Explore the Central Limit Theorem, learn about the correlation coefficient and linear regression, and visualize the coverage probability of confidence intervals or Type I & II Errors in hypothesis testing.

Build understanding by experiencing these important concepts step-by-step. For students and teachers of statistics.

The Art of Stat: Concepts app provides access to the following modules:

- Central Limit Theorem for Means
- Central Limit Theorem for Proportions
- Explore Correlation
- Explore Linear Regression
- Explore Coverage
- Errors & Power

CLT: Select from several real population distributions (left and right-skewed or fairly symmetric) and simulate taking a sample from the population.

Visualize how the sampling distribution builds, step-by-step. Explore the effect on the sampling distribution as you increase the sample size. Overlay the normal distribution.

Compare the sampling distribution of the mean to the population distribution, both visually and in terms of key statistics.

Explore Correlation/Linear Regression: Create (and delete) points in a scatterplot by tabbing on the screen. Show the regression line or residuals. Simulate scatterplots and guess the correlation coefficient.

Coverage and Errors: Explore what 95% coverage for a confidence interval for a population mean or proportion implies.

See the Type I and Type II error and explore how they depend on the sample size and the true parameter value. Find and visualize the power of a hypothesis test.
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#1. Art of Stat: Concepts (iOS) By: Bernhard Klingenberg
#2. Art of Stat: Concepts (iOS) By: Bernhard Klingenberg
#3. Art of Stat: Concepts (iOS) By: Bernhard Klingenberg
#4. Art of Stat: Concepts (iOS) By: Bernhard Klingenberg
#5. Art of Stat: Concepts (iOS) By: Bernhard Klingenberg
#6. Art of Stat: Concepts (iOS) By: Bernhard Klingenberg
#7. Art of Stat: Concepts (iOS) By: Bernhard Klingenberg
#8. Art of Stat: Concepts (iOS) By: Bernhard Klingenberg
#9. Art of Stat: Concepts (iOS) By: Bernhard Klingenberg
#10. Art of Stat: Concepts (iOS) By: Bernhard Klingenberg

What's new

  • Version: 1.6.0
  • Updated:
  • Fixed bug in power calculation

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Additional Information

«Art of Stat: Concepts» is a Education app for iOS, developed by «Bernhard Klingenberg». It was first released on and last updated on . This app is currently free to download. This app has not yet received any ratings or reviews on AppAgg. On App Store, the current store rating is 5.0 based on 10 votes. Available languages: English. AppAgg continuously tracks the price history, ratings, and user feedback for «Art of Stat: Concepts». Subscribe to this app or follow its RSS feed to get notified about future discounts or updates.
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