
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 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
最新功能
版本 2.0.0
- Machine Learning: Linear Discriminant Analysis
Visualize decision boundaries and prediction areas.
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
- 33.6 MB
- 類別
- 教育
- 兼容性
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- iPhone
- 須使用 iOS 15.1 或以上版本。
- iPad
- 須使用 iPadOS 15.1 或以上版本。
- iPod touch
- 須使用 iOS 15.1 或以上版本。
- Mac
- 須使用 macOS 12.0 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
- 進一步了解
- Copyright
- © 2024 Bernhard Klingenberg
- 價格
- 免費
- App 內購買項目
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- Unlock All Content & Save USD 2.99
- Multiple Linear Regression USD 1.99
- Logistic Regression USD 0.99
- Exponential Regression USD 0.99
- Linear Regression USD 0.99