Art of Stat: Concepts

Central Limit Theorem and more

Published by: Bernhard Klingenberg
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Description

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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In-Apps

Unlock all Modules
79.000đ
Explore Correlation
29.000đ
Explore Linear Regression
29.000đ
Explore Type I Error & Power
29.000đ
Central Limit Theorem (Means)
29.000đ
Central Limit Theorem (Props)
29.000đ
Coverage Confidence Intervals
29.000đ

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Art of Stat Reviews

Really helpful!

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United States

This is a great way for exploring the Central Limit Theorem.

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