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Regression
You can perform linear regression and logistic regression in AddMaple.
To get started click the options menu and selection "Regression Analysis"
![regression menu](https://images.prismic.io/addmaple/Z3PAjZbqstJ985wm_regression-menu.png?auto=format,compress&rect=1,0,1547,870&w=1600&h=900)
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.
![regression modal](https://images.prismic.io/addmaple/Z3PAzZbqstJ985w-_regression-modal.png?auto=format,compress&rect=1,0,1813,1020&w=1600&h=900)
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.
![linear regression](https://images.prismic.io/addmaple/Z3PBoJbqstJ985xj_regression-linear-results.png?auto=format,compress&rect=1,0,1774,998&w=1600&h=900)
Below the numeric results you will find a scatter plot with the line of regression.
![regression chart](https://images.prismic.io/addmaple/Z3PCSJbqstJ985xp_regression-linear-chart.png?auto=format,compress&rect=0,1,1776,999&w=1600&h=900)
By default AddMaple will hide outliers. You can toggle them on to view the full dataset.
![regression chart with outliers](https://images.prismic.io/addmaple/Z3PDS5bqstJ985x0_regression-linear-chart-outliers.png?auto=format,compress&rect=1,0,1774,998&w=1600&h=900)
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.
![](https://images.prismic.io/addmaple/Z3PD3pbqstJ985x3_regression-logistic.png?auto=format,compress&rect=0,0,1952,1098&w=1600&h=900)
Below the results there will be a chart showing the regression curve.
![logistic regression chart](https://images.prismic.io/addmaple/Z3PEyZbqstJ985x6_regression-logistic-chart.png?auto=format,compress&rect=2,0,1899,1068&w=1600&h=900)
![Bar Chart](/images/chart-gray.png)
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