Art of Stat: Resampling 4+

Name: Art of Stat: Resampling
Author: Bernhard Klingenberg

Bernhard Klingenberg

Conçu pour iPad

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- Inclut des achats intégrés

Description

Bootstrap Confidence Intervals and Permutation Tests for Means, Medians, Proportions, the Correlation Coefficient and the Slope, and the Chi-Square Test for Independence.

Modern statistical calculator for teachers and students of statistics.

The Art of Stat: Resampling app lets you find bootstrap confidence intervals and permutation P-values. The app illustrates the procedures interactively so you can understand how they work. Several example datasets are preloaded for you to explore, but you can also enter your own data or import a CSV file.

The following resampling methods are implemented:

- Bootstrap Confidence Interval for a population mean, median, or standard deviation.

- Bootstrap Confidence Interval for a population proportion or the population odds.

- Bootstrap Confidence Interval for a population correlation (Pearson and Spearman) or the population slope of a regression model.

- Bootstrap Confidence Interval for the difference of two population means or medians.

- Permutation Test for a population mean or median.

- Permutation Test for the difference of two population means or medians.

- Permutation Test for the independence of two categorical variables (Permutation Chi-Squared Test)

Easily find the bootstrap confidence interval based on the percentile and other methods. For inference about population means, compare results to traditional methods based on the Student-t distribution. For the Chi-squared test of independence, compare to the results from Pearson's Chi-squared test.

Each procedure has three screens:

1) Enter Data on the first screen in various ways, and obtain descriptive statistics and corresponding graphs (Histogram, Boxplot, Bar Chart).

2) Generate the bootstrap or permutation distribution on the second screen, step-by-step, or 1,000 at a time.

3) Obtain the Bootstrap Confidence Interval or Permutation P-value on the third screen, along with lots of supporting information and comparison to classical, central-limit-based inference.

The app comes with several example datasets pre-loaded, but you can also upload your own .CSV file or create one in the Data Editor.

Easily share results by taking screenshots.

Unlock all content for a one-time small fee!

15 janv. 2025

Version 1.7.0

- Permutation Chi-Square Test for Independence

Le développeur Bernhard Klingenberg a indiqué que le traitement des données tel que décrit ci‑dessous pouvait figurer parmi les pratiques de l’app en matière de confidentialité. Pour en savoir plus, consultez la politique de confidentialité du développeur.

Données non collectées

Le développeur ne collecte aucune donnée avec cette app.

Les pratiques en matière de confidentialité peuvent varier, notamment en fonction des fonctionnalités que vous utilisez ou de votre âge. En savoir plus

Informations

Fournisseur

Le fournisseur Bernhard Klingenberg ne s’est pas identifié comme commerçant de cette app. Si vous achetez des biens et services dans l’Espace économique européen, le droit des consommateurs ne s’applique pas aux contrats entre vous et le fournisseur.

Taille

31,8 Mo

Catégorie

Éducation

Compatibilité