
Art of Stat: Inference
Confidence Intervals and Tests
Free · In-App Purchases · Designed for iPad
Statistical calculator for inference (confidence intervals and hypothesis tests) about proportions and means.
The Art of Stat: Inference app provides:
- Inference for Proportions
+ one sample (z-test)
+ two independent samples (two sample z-test)
+ two dependent samples (McNemar)
- Inference for Means
+ one sample (t-test)
+ two independent samples (two-sample t-test)
+ two dependent samples (paired t-test)
+ several means (One-way ANOVA)
- Chi-Square Test
+ Goodness of Fit (one sample)
+ Independence/Homogeneity (contingency table)
- Data Editor
+ Create or edit datasets
Unlock all modules for a one-time small fee!
Entering your own data is easy:
If you just have a few observations (or if you have the summary statistics), simply type them in. For larger datasets, upload a CSV file of your raw data to a cloud account (such as iCloud or Google Drive) or email the file to yourself and save it on your device. Then, open the CSV file in the app and select the variables for your analysis. You can also simply copy & paste raw data from a spreadsheet app (such as Numbers on iOS or Google sheets).
To illustrate all methods, several example datasets are provided for each procedure.
The results are stunning:
The app provides relevant plots (side-by-side or stacked bar charts, boxplots, histograms) and computes and visualizes confidence intervals and P-values for testing hypotheses. All relevant information (such as standard errors, margin of errors, z- or t-scores and degrees of freedom) are clearly displayed and labeled. The P-value is visualized on a graph for the normal, t-, Chi-Squared or F-distribution.
Developed for both students and teachers as a handy tool for carrying out basic statistical inference and visualize results on the fly.
The app works in on- and offline mode (the app indicates that it is in offline mode with a large green banner), which makes it suitable for exams.
Easily share your results by taking screenshots.
Ratings & Reviews
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The developer, Bernhard Klingenberg, indicated that the app’s privacy practices may include handling of data as described below. For more information, see the developer’s privacy policy .
Data Not Collected
The developer does not collect any data from this app.
Accessibility
The developer has not yet indicated which accessibility features this app supports. Learn More
Information
- Provider
- Bernhard Klingenberg
- Size
- 34.1 MB
- Category
- Education
- Compatibility
Requires iOS 15.1 or later.
- iPhone
Requires iOS 15.1 or later. - iPad
Requires iPadOS 15.1 or later. - iPod touch
Requires iOS 15.1 or later. - Mac
Requires macOS 12.0 or later and a Mac with Apple M1 chip or later. - Apple Vision
Requires visionOS 1.0 or later.
- Languages
- English
- Age Rating
4+
- 4+
- In-App Purchases
Yes
- Two Dependent Means USD 0.99
- Two Dependent Proportions USD 0.99
- Chi-Square Test (GoF) USD 0.99
- Two Quantitative Variables USD 0.99
- Chi-Square Test (Independence) USD 0.99
- Unlock All Apps USD 2.99
- ANOVA: Comparing Means USD 0.99
- Inference for Two Means USD 0.99
- Inference for Two Proportions USD 0.99
- Errors & Power USD 0.99
- Copyright
- © 2025 Bernhard Klingenberg