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2) In EXCEL using Data Analysis add-in, run a Regression model between Selling Price and Lot Cost. Display the Summary Output and answer the following

2) In EXCEL using Data Analysis add-in, run a Regression model between Selling Price and Lot Cost. Display the Summary Output and answer the following questions:

a. What is the null and alternative hypotheses for the F test?

b. Is the F test statistically significant? Why?

House Sales
Region Type Selling Price Lot Cost
Midwest Townhouse $85,145 $17,030
Midwest Townhouse $112,740 $20,700
Midwest Townhouse $115,350 $18,030
Midwest Townhouse $116,415 $19,600
Midwest Townhouse $133,070 $24,455
Midwest Single Family $136,530 $25,500
Midwest Townhouse $139,435 $29,155
Midwest Townhouse $139,955 $30,400
Midwest Townhouse $147,905 $24,650
Midwest Single Family $153,845 $27,500
Midwest Townhouse $155,270 $19,600
Midwest Townhouse $155,870 $24,650
South Single Family $160,000 $29,500
Midwest Single Family $165,220 $25,500
Midwest Single Family $165,350 $25,000
Midwest Single Family $168,354 $27,316
Midwest Single Family $168,500 $33,000
Midwest Single Family $170,000 $25,200
South Townhouse $172,749 $45,025
Midwest Single Family $175,000 $28,000
Midwest Townhouse $175,470 $28,600
Midwest Townhouse $179,365 $32,200
South Townhouse $181,916 $45,025
South Townhouse $182,237 $45,025
Midwest Single Family $183,370 $28,000
Midwest Single Family $184,210 $28,000
Midwest Single Family $184,460 $22,300
Midwest Townhouse $184,873 $33,400
Midwest Single Family $185,160 $29,000
South Single Family $186,000 $35,851
Midwest Townhouse $187,390 $27,000
Midwest Single Family $188,603 $31,300
Midwest Single Family $189,120 $35,000
South Single Family $191,028 $45,000
South Townhouse $196,898 $45,025
South Townhouse $198,202 $45,025
South Single Family $200,119 $45,000
South Townhouse $200,423 $45,025
Midwest Single Family $201,700 $40,940
South Single Family $202,000 $31,160
South Townhouse $203,076 $45,025
Midwest Single Family $203,950 $33,000
South Single Family $204,900 $34,000
South Single Family $205,821 $39,299
South Single Family $206,400 $35,851
South Single Family $207,345 $35,600
South Single Family $209,400 $43,579
Midwest Single Family $210,380 $33,856
Midwest Single Family $211,513 $31,300
South Single Family $211,797 $34,000
Midwest Townhouse $212,079 $33,400
South Single Family $214,205 $36,500
Midwest Single Family $214,900 $31,300
South Single Family $216,049 $35,600
South Single Family $219,990 $37,557
Midwest Single Family $220,257 $31,300
Midwest Single Family $223,890 $28,000
South Townhouse $224,108 $45,025
South Single Family $225,900 $28,618
South Single Family $226,000 $35,600
South Townhouse $230,000 $45,025
Midwest Single Family $230,440 $33,000
Midwest Single Family $230,555 $28,000
Midwest Single Family $233,900 $44,200
South Single Family $234,971 $29,202
South Single Family $239,000 $39,169
South Single Family $239,870 $41,354
South Single Family $241,195 $41,340
South Single Family $242,191 $33,434
South Single Family $242,899 $48,252
South Single Family $246,648 $41,600
Midwest Single Family $248,500 $20,000
South Single Family $249,900 $38,200
Midwest Single Family $250,005 $33,000
South Townhouse $250,800 $73,400
South Single Family $252,135 $41,341
South Single Family $253,055 $41,340
South Single Family $254,048 $39,680
South Single Family $255,000 $43,198
South Single Family $256,235 $48,500
South Single Family $257,040 $37,631
South Townhouse $260,100 $73,400
Midwest Single Family $262,740 $44,900
South Single Family $262,890 $48,500
South Single Family $265,058 $41,404
Midwest Townhouse $265,500 $35,800
South Townhouse $267,060 $73,400
South Single Family $267,250 $45,676
South Townhouse $267,640 $73,400
South Single Family $268,000 $43,344
Midwest Single Family $268,210 $29,700
South Single Family $268,500 $41,099
South Townhouse $269,410 $73,400
South Single Family $270,518 $46,499
Midwest Single Family $271,105 $45,000
Midwest Single Family $274,455 $41,000
South Single Family $274,903 $45,345
Midwest Single Family $277,720 $44,650
South Single Family $280,622 $45,130
South Single Family $280,804 $40,667
Midwest Single Family $281,487 $57,285
South Single Family $281,824 $50,448
Midwest Single Family $283,440 $50,900
South Single Family $286,758 $57,000
South Single Family $287,771 $46,300
Midwest Single Family $289,000 $44,000
South Single Family $290,000 $48,300
South Single Family $290,190 $82,250
South Townhouse $294,450 $73,400
South Single Family $294,990 $57,000
South Single Family $299,096 $43,784
South Single Family $301,500 $59,000
South Single Family $305,000 $49,067
Midwest Single Family $307,373 $41,292
South Single Family $307,387 $45,850
South Single Family $307,663 $44,840
South Single Family $309,075 $82,250
South Single Family $310,100 $41,800
South Single Family $310,372 $60,000
South Single Family $312,898 $40,768
South Single Family $318,274 $85,800
South Single Family $318,523 $50,000
South Single Family $319,602 $82,250
South Single Family $322,920 $82,250
Midwest Single Family $323,716 $34,500
South Single Family $324,266 $47,891
South Single Family $324,412 $62,523
South Single Family $326,570 $51,000
South Single Family $329,611 $48,611
Midwest Single Family $330,486 $35,000
South Single Family $330,710 $49,920
South Single Family $333,158 $49,123
South Townhouse $335,000 $68,375
South Single Family $337,374 $70,399
South Single Family $337,380 $49,150
South Single Family $338,065 $54,850
South Single Family $340,000 $40,000
South Single Family $340,730 $50,850
South Single Family $342,423 $48,309
Midwest Single Family $348,744 $53,000
South Single Family $350,702 $46,386
South Single Family $352,781 $60,000
South Single Family $354,065 $48,115
South Single Family $354,117 $56,219
South Single Family $355,688 $65,373
South Single Family $358,162 $44,470
South Single Family $359,949 $50,591
South Single Family $366,990 $55,508
South Single Family $367,600 $50,000
South Single Family $369,101 $46,773
South Single Family $371,152 $58,223
South Single Family $379,000 $72,915
South Single Family $379,424 $64,902
South Single Family $379,575 $44,294
South Single Family $385,000 $75,000
South Single Family $385,942 $49,123
South Single Family $387,527 $48,000
South Single Family $398,651 $65,429
South Single Family $400,330 $75,510
South Single Family $404,510 $58,225
South Single Family $407,076 $48,668
Midwest Single Family $410,810 $66,500
South Single Family $417,790 $63,099
South Single Family $432,426 $57,422
South Single Family $444,304 $53,938
South Single Family $446,507 $75,510
South Single Family $492,820 $84,122
South Single Family $575,120 $79,790

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