A Realtor in Massachusetts is analyzing the relationship between the sale price of a home (in $), it's the square footage (in ft2), the number of bedrooms, the number of bathrooms, and a colonial dummy variable (colonial equals 1 if a colonial-style home; 0 otherwise). The relater collects data of 36 sales in Massachusetts for analysis. The attached file “quiz_dataset1” contains the data.  Build a parsimonious linear regression model. Use the model to predict the price of a 2100 ft2 colonial style home with two bedrooms and two bathrooms.  Select one: a. 570268.3 b. 554347.1 c. 535347.1 d. None of the above

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Author:Amos Gilat
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A Realtor in Massachusetts is analyzing the relationship between the sale price of a home (in $), it's the square footage (in ft2), the number of bedrooms, the number of bathrooms, and a colonial dummy variable (colonial equals 1 if a colonial-style home; 0 otherwise). The relater collects data of 36 sales in Massachusetts for analysis. The attached file “quiz_dataset1” contains the data. 

Build a parsimonious linear regression model. Use the model to predict the price of a 2100 ft2 colonial style home with two bedrooms and two bathrooms. 

Select one:
a. 570268.3
b. 554347.1
c. 535347.1
d. None of the above
Price
840000
822000
713000
689000
685000
645000
625000
620000
587500
585000
583000
569000
546000
540000
537000
516000
511000
510000
495000
463000
457000
451000
435000
431700
414000
401500
399000
380000
380000
375900
372000
367500
356500
330000
330000
307500
Sqft
2768
2500
2400
2200
2716
2524
2732
2436
2100
1947
2224
3262
1792
1488
2907
1951
1752
1727
1692
1714
1650
1685
1500
1896
1182
1152
1383
1344
1272
2275
1005
1272
1431
1362
1465
850
Beds
4
4
3
3
3
3
4
4
3
3
3
4
3
3
3
4
3
3
3
3
3
3
3
2
2
3
4
4
3
5
2
3
2
3
3
1
Baths
3.5
2.5
3
2.5
3.5
in w
5i
2
2.5
3.5
1.5
1.5
2.5
2
2
1.5
2.5
2
1.5
2
2
2
2
2
1.5
1.5
1.5
1
1
2
1
1
1
1
2
1
1
1
Col
1
1
1
1
1
1
0
1
1
1
1
0
0
0
0
1
1
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
Transcribed Image Text:Price 840000 822000 713000 689000 685000 645000 625000 620000 587500 585000 583000 569000 546000 540000 537000 516000 511000 510000 495000 463000 457000 451000 435000 431700 414000 401500 399000 380000 380000 375900 372000 367500 356500 330000 330000 307500 Sqft 2768 2500 2400 2200 2716 2524 2732 2436 2100 1947 2224 3262 1792 1488 2907 1951 1752 1727 1692 1714 1650 1685 1500 1896 1182 1152 1383 1344 1272 2275 1005 1272 1431 1362 1465 850 Beds 4 4 3 3 3 3 4 4 3 3 3 4 3 3 3 4 3 3 3 3 3 3 3 2 2 3 4 4 3 5 2 3 2 3 3 1 Baths 3.5 2.5 3 2.5 3.5 in w 5i 2 2.5 3.5 1.5 1.5 2.5 2 2 1.5 2.5 2 1.5 2 2 2 2 2 1.5 1.5 1.5 1 1 2 1 1 1 1 2 1 1 1 Col 1 1 1 1 1 1 0 1 1 1 1 0 0 0 0 1 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0
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