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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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