marcuschong123 / linear-regression-with-r

I am going to show you step by step how to use Multiple Linear Regression with R to make prediction. For full article, feel free to visit https://learndatascienceskill.com/index.php/2020/07/21/linear-regression-with-r/

Linear-Regression-with-R

I am going to show you step by step how to use Multiple Linear Regression with R to make prediction. For full article, feel free to visit https://learndatascienceskill.com/index.php/2020/07/21/linear-regression-with-r/

Let’s look at how we can solve a regression problem by using multiple linear regression. We will use a data set with 32 lines of data which describe the total quantity of fruits (Qty) sold in a day at beach or park based on different factors (input variables), including

Orange –> Total quantity of orange prepared on that particular day

Temperature –> Surrounding temperature of that particular day (degree Fahrenheit)

Leaflets –> Number of distributed advertising leaflets

Price –> Price of the fruit (same across all fruits on that particular day)

Location –> Park or Beach