Quantitative Metrics and Qualitative Variables Assignment

Assignment Task

1. Find all the qualitative variables and convert them into dummy variables.

2. Find all the quantitative variables and draw the pairplot among them and judge the correlation. Does linear relation exists among them?

3. Find the distribution plot of each of quantitative variable, does they follows normal distribution?

4. Determine the correlation matrix and express it graphically using suitable diagram.

5. Perform the linear regression on basis of quantitative variables only and compute the MSE.

6. Perform the linear regression again by taking quantitative variables and dummy variables. Compute the MSE again and compare it to the MSE obtain in step e), which model is better on basis of MSE?

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