Art of Stat: Regression
Fit Linear Regression Model
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Description
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
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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
In-Apps
- Linear Regression
- ₪2.90
- Logistic Regression
- ₪2.90
- Exponential Regression
- ₪2.90
- Unlock All Content & Save
- ₪9.90
- Multiple Linear Regression
- ₪7.90
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App Info
- Category
- Education
- Publisher
- Bernhard Klingenberg
- Languages
- English
- Recent version
- 1.8.0 (1 month ago )
- Released on
- Mar 17, 2022 (2 years ago )
- Also available in
- United States, Thailand, United Kingdom, Austria, Australia, Italy, Brazil, Mexico, China, Malaysia, Philippines, Peru, New Zealand, Norway, Netherlands, Nigeria, Romania, Kazakhstan, Kuwait, Pakistan, Poland, Portugal, India, Russia, Saudi Arabia, Sweden, Singapore, Turkey, Taiwan, Ukraine, Vietnam, South Africa, Ecuador, Argentina, Belgium, Belarus, Canada, Switzerland, Chile, Colombia, Czechia, Germany, Denmark, Algeria, South Korea, Egypt, Spain, Finland, France, Greece, Hong Kong, Indonesia, Ireland, Israel, United Arab Emirates, Japan, Dominican Republic, Lebanon, Azerbaijan
- Last updated
- 1 month ago