Art of Stat: Regression 4+
Bernhard Klingenberg
專為 iPad 設計
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- 免費
- 提供 App 內購買項目
螢幕截圖
描述
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
最新功能
版本 1.8.0
- Now also works great on tablets and in landscape mode
- Improved Multiple Linear Regression interface and plots
App 私隱
開發者表明Bernhard Klingenberg的私隱慣例或包括下列資料的處理。詳情請參閱開發者的私隱政策。
不收集資料
開發者不會從此 App 收集任何資料。
私隱慣例或因使用的功能或年齡等因素而異。進一步了解
資料
- 供應商
- Bernhard Klingenberg
- 大小
- 24.2 MB
- 類別
- 教育
- 兼容性
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- iPhone
- 須使用 iOS 13.0 或以上版本。
- iPad
- 須使用 iPadOS 13.0 或以上版本。
- iPod touch
- 須使用 iOS 13.0 或以上版本。
- Mac
- 須使用 macOS 11.0 或以上版本及配備 Apple M1 或以上版本晶片的 Mac。
- Apple Vision
- 須使用 visionOS 1.0 或以上版本。
- 語言
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英文
- 年齡
- 4+
- Copyright
- © 2024 Bernhard Klingenberg
- 價格
- 免費
- App 內購買項目
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- Unlock All Content & Save HK$ 22.00
- Multiple Linear Regression HK$ 18.00
- Logistic Regression HK$ 8.00
- Exponential Regression HK$ 8.00
- Linear Regression HK$ 8.00