Add Maple

Stats

Regression

You can perform linear regression and logistic regression in AddMaple.

To get started click the More menu and selection "Regression Analysis"

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Regression menu
Regression menu

A pop up box will appear where you can choose the columns to perform the regression on. Currently we support linear and logistic regression between numeric columns and binary columns (either a boolean column or a multiple choice column with 2 categories).

We are planning to add support for multivariate regression soon.

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Regression modal
Regression modal

If you select 2 numeric columns and click Compute Regression, AddMaple will performa linear regression. The results of the linear regression are shown together with an interpretation.

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Linear regression
Linear regression

Below the numeric results you will find a scatter plot with the line of regression.

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Regression chart
Regression chart

By default AddMaple will hide outliers. You can toggle them on to view the full dataset.

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Regression chart with outliers
Regression chart with outliers

To perform a logistic regression, select a numeric column and a binary column (either a boolean or a multiple choice column with 2 categories).

AddMaple will show you the Log Odds Ratio, Intercept and Pseudo R-Squared results, along with an interpretation.

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Logistic regression
Logistic regression

Below the results there will be a chart showing the regression curve.

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Logistic regression chart
Logistic regression chart