Stats

Regression

You can perform linear regression and logistic regression in AddMaple.To get started click the options menu and selection "Regression Analysis"

1

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.

2

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.

3

linear regression

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

4

regression chart

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

5

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.

6

Image

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

7

logistic regression chart