mlp9 / regression-application-using-r-shiny

Regression Application is an easy to use interactive dashboard for performing simple and multiple regression.

Regression-Application-using-R-Shiny

Regression Application is an easy to use interactive dashboard for performing simple and multiple regression.

Hosted application link : https://mlp9csk.shinyapps.io/RegressionApplication/?_ga=2.265502735.1025431563.1603128032-1140325050.1602692543

Steps:

1. Upload a CSV file. containing all the feature set, you want to perform your regression on.
2. Once you upload the data, select the type of regression you want to perform : simple regression and multiple regression from the drop down menu.
3. Then, dynamically select the dependent and independent variables, from a drop down menu to include in your regression analysis.
4. Output: You can see different charts to understand the regression output and the goodness of fit.
5. At the bottom you can also make a prediction by entering the value you want the regression model to predict for.