MSE, MAD, and MAPE for the validation set.Note: Do not round intermediate calculations. Round final answers to $2$ decimal places.ModelLinearQuadraticMSE$54,484,028\mathrm{.}33$MADMAPE $(\%)$eBookReferencesb$-1.$ Which is the preferred model for making the forecast?Linearbecause it has the smallestout of $3$ performance measures.b$-2.$ Reestimate the preferred model with the entire data set to forecast house price for the fourth quarter of $2018.$Note: Round coefficient estimates to at least $4$ decimal places and final answer to the nearest whole number.House price for the fourth quarter of $2018$McGrawPrev