Multiple linear regression : Multiple linear regression is used to estimate the relationship between two or more independent variables and one dependent variable. You can use multiple linear regression when you want to know:
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How strong the relationship is between two or more independent variables and one dependent variable (e.g. how rainfall, temperature, and amount of fertilizer added affect crop growth).
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The value of the dependent variable at a certain value of the independent variables (e.g. the expected yield of a crop at certain levels of rainfall, temperature, and fertilizer addition).
Prepare a prediction model for profit of 50 startups data.
Do transformations for getting better predictions of profit and make a table containing R^2 value for each prepared model.
Consider only the below columns and prepare a prediction model for predicting Price.
Corolla [ "Price", "Age_08_04", "KM", "HP", "cc", "Doors", "Gears", "Quarterly_Tax", "Weight" ]