---
title: "Art of Stat: Regression - Reviews, Revenue and Downloads in United States | Apple App Store"
description: "The Art of Stat: Regression app creates scatterplots, fits simple (and multiple) linear, logistic or exponential regression models, and displays inference for model parameters (standard errors, confid"
---

# Art of Stat: Regression — United States
> Fit Linear Regression Model

![Art of Stat App Icon](https://is1-ssl.mzstatic.com/image/thumb/Purple221/v4/ce/fa/fc/cefafc4f-26c2-2a16-062f-dbb6b5686c63/AppIcon-0-0-1x_U007epad-0-1-85-220.png/400x400bb.png)

**Developer:** [Bernhard Klingenberg](https://apptail.io/developer/bernhard-klingenberg-Fef)
**Category:** Education
**Rating:** 4.7/5 (20 ratings)
**Price:** Free
**Bundle ID:** com.artofstat.regression
**Store:** Apple App Store
**Country:** United States
**Version:** 3.0.0 (released 2026-02-06)
**Original Release:** 2022-03-17

**App Store Link:** [Download on Apple App Store](https://apps.apple.com/us/app/app/id1613497223)
**AppTail Page:** [https://apptail.io/app/art-of-stat-regression-BKdf/united-states](https://apptail.io/app/art-of-stat-regression-BKdf/united-states)

## Art of Stat Description
The Art of Stat: Regression app creates scatterplots, fits simple (and multiple) linear, logistic or exponential regression models, and displays inference for model parameters (standard errors, confidence intervals, P-values). 

The app now also fits multiple linear regression models and allows including categorical predictors and two-way interactions!

New: Linear Discriminant Analysis (Beta Version)

The app computes and displays confidence intervals for the mean response and prediction intervals for a future response. The fitted model and the intervals are visualized on the scatterplot, and you can obtain and plot raw and standardized residuals.

You can color points on the scatterplot according to a third quantitative or categorical variable to reveal additional patterns.

For data entry, you can enter your own data via the new Data Editor app, import a CSV file, or choose from several pre-loaded example datasets.

Features:

- Scatterplot Matrix to study pairwise relationships

- Display the fitted regression equation on the scatterplot, even when including (and additional) categorical predictor

- Table with all regression coefficients and their inferences (P-values, confidence intervals)

- Summary statistics such has R^2, R^2-adjusted and maximized Log-Likelihood

- Fitted values and (standardized) residuals (which you can download)

- Predictions for your own values of the explanatory variables

- Residual plot to check assumptions and for outliers

## Art of Stat Screenshots
- [Screenshot 1](https://is1-ssl.mzstatic.com/image/thumb/PurpleSource221/v4/7e/71/69/7e7169ed-f5fd-ca60-73d3-6c292a58b2a7/5082f659-c4bb-456c-bec2-16cb458d47f9_IMG_1492.PNG/1242x2688.png)
- [Screenshot 2](https://is1-ssl.mzstatic.com/image/thumb/PurpleSource221/v4/26/bc/73/26bc7388-f15d-c70f-68d4-4e91a0a6e77f/4781d84b-bcfc-423e-ba6e-51f2cc9ebda4_IMG_1493.PNG/1242x2688.png)
- [Screenshot 3](https://is1-ssl.mzstatic.com/image/thumb/PurpleSource221/v4/d6/8b/32/d68b3265-be96-4821-b09c-dc917044e765/bf7638fd-b182-46af-b2f8-97cc1135226b_IMG_1494.PNG/1242x2688.png)
- [Screenshot 4](https://is1-ssl.mzstatic.com/image/thumb/PurpleSource221/v4/61/26/8e/61268ef5-9aa8-b92f-f5db-071458acd198/14f93a14-0d8e-40fe-b418-dba560577138_IMG_1495.PNG/1242x2688.png)
- [Screenshot 5](https://is1-ssl.mzstatic.com/image/thumb/PurpleSource221/v4/46/08/63/46086301-1b94-4c98-043d-424578238d61/c13f0a64-b1c9-4f6e-834b-e35dc97ce806_IMG_1497.PNG/1242x2688.png)
- [Screenshot 6](https://is1-ssl.mzstatic.com/image/thumb/PurpleSource211/v4/02/ba/8d/02ba8d4c-0159-c38d-b942-2e596c6284ba/f1604d68-ffa1-465b-a59e-8575e52e55c5_IMG_1500.PNG/1242x2688.png)
- [Screenshot 7](https://is1-ssl.mzstatic.com/image/thumb/PurpleSource221/v4/ed/10/4f/ed104f91-c9dc-1689-b5a5-87b43568541a/9c52cbe5-a0b9-4b48-8e1b-bcbf2eba001a_IMG_1499.PNG/1242x2688.png)
- [Screenshot 8](https://is1-ssl.mzstatic.com/image/thumb/PurpleSource211/v4/15/2c/de/152cdedd-9bcd-6ca4-4de3-edc53896a2c5/d4b04d66-f9aa-4de2-89ca-2bc622b5629a_IMG_1503.PNG/1242x2688.png)
- [Screenshot 9](https://is1-ssl.mzstatic.com/image/thumb/PurpleSource211/v4/06/4b/f6/064bf621-32a8-afc7-7b2f-2e65fc85a526/4480bdaa-8933-49ed-829a-b60047aadfeb_IMG_1501.PNG/1242x2688.png)
- [Screenshot 10](https://is1-ssl.mzstatic.com/image/thumb/PurpleSource221/v4/76/a5/84/76a5841d-21c8-2b52-2450-29a1de3ab268/6da16032-709f-4af3-8a59-03b4d567edc1_IMG_1504.PNG/1242x2688.png)

## Art of Stat Rating Breakdown in United States
- 5 stars: 17 (85%)
- 4 stars: 1 (5%)
- 3 stars: 0 (0%)
- 2 stars: 2 (10%)
- 1 stars: 0 (0%)

## Art of Stat Reviews in United States

### ***** "Excellent app, and simple to use!"
Only request is that the developer adds feature that lets iPad version display in portrait mode (like most of the other Art of Stat apps do)
-- 987654321+, 2023-05-28

### ***** "Nice and easy"
Easy to fit regression model and focus on interpreting the output. Lots of plots and features. Take a screenshot and share.
-- Phi 88, 2023-03-24

### ***** "Easy to use interface"
This is a very comprehensive app with important output well organized in tables and great plots. Easy to make a screenshot and share with others. This is so much better than having to use R.
-- Will8R, 2023-03-03

[View all Art of Stat reviews and detailed analytics on AppTail](https://app.apptail.io/signup?utm_campaign=ai-crawl&utm_content=reviews)

## Art of Stat In-App Purchases
| Item | Price |
|------|-------|
| Linear Regression | $0.99 |
| Logistic Regression | $0.99 |
| Exponential Regression | $0.99 |
| Unlock All Content & Save | $2.99 |
| Multiple Linear Regression | $1.99 |


## Art of Stat Discovered Keywords
- art of stat
- regression


## Art of Stat Available In
- [United States](https://apptail.io/app/art-of-stat-regression-BKdf/united-states)
- [China](https://apptail.io/app/art-of-stat-regression-BKdf/china)
- [Mexico](https://apptail.io/app/art-of-stat-regression-BKdf/mexico)
- [Italy](https://apptail.io/app/art-of-stat-regression-BKdf/italy)
- [Thailand](https://apptail.io/app/art-of-stat-regression-BKdf/thailand)
- [United Kingdom](https://apptail.io/app/art-of-stat-regression-BKdf/united-kingdom)
- [Brazil](https://apptail.io/app/art-of-stat-regression-BKdf/brazil)
- [Canada](https://apptail.io/app/art-of-stat-regression-BKdf/canada)
- [Austria](https://apptail.io/app/art-of-stat-regression-BKdf/austria)
- [Australia](https://apptail.io/app/art-of-stat-regression-BKdf/australia)
- [Argentina](https://apptail.io/app/art-of-stat-regression-BKdf/argentina)
- [Denmark](https://apptail.io/app/art-of-stat-regression-BKdf/denmark)
- [Dominican Republic](https://apptail.io/app/art-of-stat-regression-BKdf/dominican-republic)
- [Algeria](https://apptail.io/app/art-of-stat-regression-BKdf/algeria)
- [Ecuador](https://apptail.io/app/art-of-stat-regression-BKdf/ecuador)
- [Egypt](https://apptail.io/app/art-of-stat-regression-BKdf/egypt)
- [Spain](https://apptail.io/app/art-of-stat-regression-BKdf/spain)
- [Finland](https://apptail.io/app/art-of-stat-regression-BKdf/finland)
- [France](https://apptail.io/app/art-of-stat-regression-BKdf/france)
- [Ghana](https://apptail.io/app/art-of-stat-regression-BKdf/ghana)
- [Greece](https://apptail.io/app/art-of-stat-regression-BKdf/greece)
- [Hong Kong SAR China](https://apptail.io/app/art-of-stat-regression-BKdf/hong-kong)
- [Hungary](https://apptail.io/app/art-of-stat-regression-BKdf/hungary)
- [Indonesia](https://apptail.io/app/art-of-stat-regression-BKdf/indonesia)
- [Ireland](https://apptail.io/app/art-of-stat-regression-BKdf/ireland)
- [Israel](https://apptail.io/app/art-of-stat-regression-BKdf/israel)
- [India](https://apptail.io/app/art-of-stat-regression-BKdf/india)
- [Japan](https://apptail.io/app/art-of-stat-regression-BKdf/japan)
- [South Korea](https://apptail.io/app/art-of-stat-regression-BKdf/south-korea)
- [Kuwait](https://apptail.io/app/art-of-stat-regression-BKdf/kuwait)
- [Kazakhstan](https://apptail.io/app/art-of-stat-regression-BKdf/kazakhstan)
- [Lebanon](https://apptail.io/app/art-of-stat-regression-BKdf/lebanon)
- [Madagascar](https://apptail.io/app/art-of-stat-regression-BKdf/madagascar)
- [Malaysia](https://apptail.io/app/art-of-stat-regression-BKdf/malaysia)
- [Nigeria](https://apptail.io/app/art-of-stat-regression-BKdf/nigeria)
- [Netherlands](https://apptail.io/app/art-of-stat-regression-BKdf/netherlands)
- [Norway](https://apptail.io/app/art-of-stat-regression-BKdf/norway)
- [New Zealand](https://apptail.io/app/art-of-stat-regression-BKdf/new-zealand)
- [Peru](https://apptail.io/app/art-of-stat-regression-BKdf/peru)
- [Philippines](https://apptail.io/app/art-of-stat-regression-BKdf/philippines)
- [Pakistan](https://apptail.io/app/art-of-stat-regression-BKdf/pakistan)
- [Poland](https://apptail.io/app/art-of-stat-regression-BKdf/poland)
- [Portugal](https://apptail.io/app/art-of-stat-regression-BKdf/portugal)
- [Romania](https://apptail.io/app/art-of-stat-regression-BKdf/romania)
- [Russia](https://apptail.io/app/art-of-stat-regression-BKdf/russia)
- [Saudi Arabia](https://apptail.io/app/art-of-stat-regression-BKdf/saudi-arabia)
- [Sweden](https://apptail.io/app/art-of-stat-regression-BKdf/sweden)
- [Singapore](https://apptail.io/app/art-of-stat-regression-BKdf/singapore)
- [Türkiye](https://apptail.io/app/art-of-stat-regression-BKdf/turkey)
- [Taiwan](https://apptail.io/app/art-of-stat-regression-BKdf/taiwan)
- [Ukraine](https://apptail.io/app/art-of-stat-regression-BKdf/ukraine)
- [Uzbekistan](https://apptail.io/app/art-of-stat-regression-BKdf/uzbekistan)
- [Vietnam](https://apptail.io/app/art-of-stat-regression-BKdf/vietnam)
- [United Arab Emirates](https://apptail.io/app/art-of-stat-regression-BKdf/united-arab-emirates)
- [South Africa](https://apptail.io/app/art-of-stat-regression-BKdf/south-africa)
- [Armenia](https://apptail.io/app/art-of-stat-regression-BKdf/armenia)
- [Azerbaijan](https://apptail.io/app/art-of-stat-regression-BKdf/azerbaijan)
- [Belgium](https://apptail.io/app/art-of-stat-regression-BKdf/belgium)
- [Bulgaria](https://apptail.io/app/art-of-stat-regression-BKdf/bulgaria)
- [Belarus](https://apptail.io/app/art-of-stat-regression-BKdf/belarus)
- [Switzerland](https://apptail.io/app/art-of-stat-regression-BKdf/switzerland)
- [Chile](https://apptail.io/app/art-of-stat-regression-BKdf/chile)
- [Colombia](https://apptail.io/app/art-of-stat-regression-BKdf/colombia)
- [Czechia](https://apptail.io/app/art-of-stat-regression-BKdf/czechia)
- [Germany](https://apptail.io/app/art-of-stat-regression-BKdf/germany)

---

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