Art of Stat: Regression 4+

Name: Art of Stat: Regression
Author: Bernhard Klingenberg

Bernhard Klingenberg

Được thiết kế cho iPad

- Miễn phí
- Cho phép Mua In-App

Miêu tả

The Linear 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).

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

The app computes 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.

The app

- creates a Scatterplot Matrix to study pairwise relationships

- displays the fitted regression equation, including dummy variables

- presents a table with all regression coefficients and their inferences (P-values, confidence intervals)

- obtains summary statistics such has R^2-adjusted

- gives fitted values and (standardized) residuals (which you can download)

- lets you make predictions for your own values of the explanatory variables

- constructs a residual plot to check assumptions and for outliers

30 thg 5, 2024

Phiên bản 1.8.0

- Now also works great on tablets and in landscape mode
- Improved Multiple Linear Regression interface and plots

Nhà phát triển, Bernhard Klingenberg, đã cho biết rằng phương thức đảm bảo quyền riêng tư của ứng dụng có thể bao gồm việc xử lý dữ liệu như được mô tả ở bên dưới. Để biết thêm thông tin, hãy xem chính sách quyền riêng tư của nhà phát triển.