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Data for this problem are in the table below. These data enable you to apply the methods that we are studying to the real estate
Data for this problem are in the table below. These data enable you to apply the methods that we are studying to the real estate area to answer this two-part question.
The data set contains information about apartment prices and characteristics for a central area of a city. The data include sale price (PRICE) in $, floor area (SQFT) in square feet, number of bedrooms (BED), number of bathrooms (BATH), number of floors in the building (FLOORS), and distance from a crowded and busy city landmark, the 'Presidential Tower' (PDIST) in feet.
The type of model that we study in this problem (regressing price against characteristics of dwelling and location) is commonly used for automating property tax assessments.
Also remember, The price can be related to the characteristics of the dwelling and location in many ways. Two of these are given by the following models.:
Ln(PRICE/SQFT)= _0+_2 BED+_3 BATH+_4 FLOORS+_5 PDIST
thus
(PRICE/SQFT)= exp(_0+_2 BED+_3 BATH+_4 FLOORS+_5 PDIST)
(a) A realtor tells you the following about the apartments you are interested in,
1.The price of the apartment increases if the apartment is in a building with fewer number of floors. Do you agree with the realtor? Please formulate a test to answer this question.
2. Price of the apartment increases if it is farther from the Presidential Tower. Do you agree with the realtor? Please formulate a test to answer this question.
3. You are looking at apartments in a particular area which is some distance away from the Presidential Tower. Also, you are looking for apartments in buildings that have 12 floors. However, the prices are overshooting your budget. The realtor tells you that to get a lower price for an apartment either you move a mile closer to the Presidential building and look for apartments in buildings with 15 floors or you look at the same place where you are looking but consider similar sized apartments (with same bedrooms and bathrooms) in buildings which have 16 floors. The realtor claims that the reduction in price would be the same in both cases.
Do you agree with the realtor? Please formulate a test to answer this question.
| PRICE | SQFT | BED | BATH | FLOORS | PDIST |
| 255000 | 518 | 0 | 1 | 9 | 8000 |
| 300000 | 514 | 0 | 1 | 14 | 420 |
| 395000 | 471 | 0 | 1 | 4 | 1600 |
| 340000 | 520 | 0 | 1 | 4 | 8000 |
| 230000 | 297 | 0 | 1 | 3 | 7520 |
| 1250000 | 668 | 0 | 1 | 3 | 3340 |
| 235000 | 427 | 0 | 1 | 15 | 420 |
| 305000 | 508 | 0 | 1 | 13 | 420 |
| 460000 | 450 | 0 | 1 | 3 | 10020 |
| 310000 | 368 | 0 | 1 | 3 | 7740 |
| 235000 | 327 | 0 | 1 | 3 | 7740 |
| 180000 | 330 | 0 | 1 | 3 | 7740 |
| 190000 | 345 | 0 | 1 | 3 | 7740 |
| 310000 | 372 | 0 | 1 | 3 | 7740 |
| 325000 | 583 | 0 | 1 | 10 | 8000 |
| 365000 | 675 | 0 | 1 | 8 | 9660 |
| 270000 | 305 | 0 | 1 | 3 | 1700 |
| 325000 | 520 | 0 | 1 | 4 | 8000 |
| 255000 | 298 | 0 | 1 | 3 | 160 |
| 400000 | 608 | 0 | 1 | 11 | 8000 |
| 265000 | 422 | 0 | 1 | 4 | 2460 |
| 380000 | 436 | 0 | 1 | 8 | 3200 |
| 140000 | 330 | 0 | 1 | 16 | 420 |
| 405000 | 505 | 0 | 1 | 4 | 6340 |
| 315000 | 535 | 0 | 1 | 15 | 420 |
| 265000 | 514 | 0 | 1 | 16 | 420 |
| 155000 | 290 | 0 | 1 | 16 | 420 |
| 230000 | 267 | 0 | 1 | 9 | 7240 |
| 640000 | 1188 | 0 | 2 | 4 | 9140 |
| 320000 | 514 | 0 | 1 | 15 | 420 |
| 175000 | 258 | 0 | 1 | 4 | 5220 |
| 390000 | 492 | 0 | 1 | 16 | 6600 |
| 210000 | 362 | 0 | 1 | 6 | 5860 |
| 380000 | 530 | 0 | 1 | 4 | 1160 |
| 210000 | 262 | 0 | 1 | 16 | 420 |
| 290000 | 458 | 0 | 1 | 5 | 1840 |
| 400000 | 433 | 0 | 1 | 5 | 1640 |
| 145000 | 216 | 0 | 1 | 8 | 7240 |
| 425000 | 520 | 0 | 1 | 10 | 8000 |
| 160000 | 330 | 0 | 1 | 5 | 1120 |
| 275000 | 418 | 0 | 1 | 4 | 1700 |
| 190000 | 258 | 0 | 1 | 4 | 5220 |
| 425000 | 590 | 0 | 1 | 10 | 8000 |
| 425000 | 548 | 0 | 1 | 10 | 8000 |
| 145000 | 262 | 0 | 1 | 16 | 420 |
| 240000 | 427 | 0 | 1 | 15 | 420 |
| 175000 | 290 | 0 | 1 | 15 | 420 |
| 320000 | 535 | 0 | 1 | 14 | 420 |
| 455000 | 596 | 0 | 1 | 10 | 3200 |
| 380000 | 500 | 0 | 1 | 4 | 1160 |
| 455000 | 553 | 0 | 1 | 4 | 4080 |
| 315000 | 514 | 0 | 1 | 15 | 420 |
| 312500 | 514 | 0 | 1 | 14 | 420 |
| 170000 | 330 | 0 | 1 | 16 | 420 |
| 205000 | 340 | 0 | 1 | 5 | 1120 |
| 420000 | 476 | 0 | 1 | 4 | 5220 |
| 310000 | 340 | 0 | 1 | 5 | 1120 |
| 365000 | 461 | 0 | 1 | 4 | 9240 |
| 465000 | 582 | 0 | 1 | 5 | 6340 |
| 400000 | 673 | 0 | 1 | 11 | 8000 |
| 215000 | 340 | 0 | 1 | 5 | 1120 |
| 700000 | 764 | 1 | 1 | 3 | 7420 |
| 1075000 | 1145 | 1 | 2 | 4 | 5160 |
| 905000 | 1322 | 1 | 1 | 4 | 4580 |
| 320000 | 564 | 1 | 1 | 4 | 9560 |
| 310000 | 636 | 1 | 1 | 6 | 10400 |
| 575500 | 542 | 1 | 1 | 7 | 5560 |
| 260000 | 438 | 1 | 1 | 15 | 420 |
| 725000 | 912 | 1 | 1 | 4 | 5460 |
| 420000 | 560 | 1 | 1 | 4 | 4640 |
| 350000 | 560 | 1 | 1 | 4 | 7880 |
| 410000 | 675 | 1 | 1 | 4 | 7020 |
| 490000 | 790 | 1 | 1 | 4 | 7260 |
| 415000 | 735 | 1 | 1 | 5 | 5860 |
| 642500 | 670 | 1 | 1 | 7 | 5480 |
| 305000 | 427 | 1 | 1 | 15 | 420 |
| 400000 | 561 | 1 | 1 | 4 | 7420 |
| 829000 | 1010 | 1 | 1 | 4 | 2360 |
| 350000 | 524 | 1 | 1 | 4 | 7420 |
| 450000 | 574 | 1 | 1 | 4 | 2460 |
| 705000 | 860 | 1 | 2 | 4 | 7000 |
| 265000 | 563 | 1 | 1 | 4 | 3340 |
| 320000 | 574 | 1 | 1 | 13 | 420 |
| 340000 | 590 | 1 | 1 | 6 | 6720 |
| 505000 | 870 | 1 | 1 | 4 | 5040 |
| 712500 | 711 | 1 | 1 | 4 | 5160 |
| 575000 | 750 | 1 | 1 | 8 | 5600 |
| 385000 | 581 | 1 | 1 | 8 | 7240 |
| 425000 | 718 | 1 | 1 | 12 | 8000 |
| 220000 | 426 | 1 | 1 | 16 | 420 |
| 275000 | 429 | 1 | 1 | 3 | 10400 |
| 507500 | 583 | 1 | 1 | 4 | 9240 |
| 897500 | 791 | 1 | 1 | 3 | 7120 |
| 610000 | 715 | 1 | 1 | 4 | 2060 |
| 340000 | 355 | 1 | 1 | 4 | 7420 |
| 575000 | 662 | 1 | 1 | 4 | 5500 |
| 375000 | 588 | 1 | 1 | 13 | 420 |
| 200000 | 350 | 1 | 1 | 13 | 9660 |
| 625000 | 963 | 1 | 1 | 4 | 3800 |
| 225000 | 500 | 1 | 1 | 4 | 6840 |
| 602500 | 632 | 1 | 1 | 4 | 9240 |
| 780000 | 1100 | 1 | 2 | 5 | 2720 |
| 700000 | 635 | 1 | 1 | 4 | 9240 |
| 425000 | 494 | 1 | 1 | 4 | 4800 |
| 365000 | 515 | 1 | 1 | 3 | 6840 |
| 200000 | 407 | 1 | 1 | 6 | 10400 |
| 385000 | 577 | 1 | 1 | 5 | 9760 |
| 210000 | 426 | 1 | 1 | 16 | 420 |
| 425000 | 562 | 1 | 1 | 4 | 1280 |
| 605000 | 1072 | 1 | 1 | 16 | 3200 |
| 315000 | 563 | 1 | 1 | 15 | 420 |
| 330000 | 697 | 1 | 1 | 4 | 9560 |
| 850000 | 768 | 1 | 1 | 10 | 9800 |
| 395000 | 621 | 1 | 1 | 4 | 7920 |
| 500000 | 721 | 1 | 1 | 4 | 5500 |
| 395000 | 581 | 1 | 1 | 8 | 7240 |
| 460000 | 545 | 1 | 1 | 4 | 7080 |
| 395000 | 725 | 1 | 1 | 4 | 10020 |
| 660000 | 943 | 1 | 2 | 4 | 2580 |
| 465000 | 625 | 1 | 1 | 4 | 7080 |
| 155000 | 325 | 1 | 1 | 16 | 420 |
| 360000 | 600 | 1 | 1 | 14 | 420 |
| 490000 | 623 | 1 | 1 | 4 | 5580 |
| 670000 | 1008 | 1 | 1 | 4 | 4120 |
| 559205 | 642 | 1 | 1 | 7 | 5640 |
| 530000 | 1041 | 1 | 2 | 16 | 8000 |
| 355000 | 590 | 1 | 1 | 4 | 6400 |
| 370000 | 694 | 1 | 1 | 4 | 2640 |
| 395000 | 745 | 1 | 1 | 4 | 10020 |
| 765000 | 870 | 1 | 1 | 11 | 9800 |
| 880000 | 870 | 1 | 1 | 11 | 9800 |
| 592500 | 857 | 1 | 1 | 4 | 9140 |
| 238000 | 690 | 1 | 1 | 9 | 9620 |
| 875000 | 870 | 1 | 1 | 11 | 9800 |
| 575000 | 586 | 1 | 1 | 4 | 2920 |
| 550000 | 663 | 1 | 1 | 11 | 8000 |
| 550000 | 663 | 1 | 1 | 11 | 8000 |
| 440000 | 656 | 1 | 1 | 4 | 5160 |
| 400000 | 748 | 1 | 1 | 4 | 2640 |
| 425000 | 673 | 1 | 1 | 11 | 8000 |
| 1135000 | 1405 | 1 | 1 | 4 | 3560 |
| 470000 | 790 | 1 | 1 | 13 | 8000 |
| 325000 | 529 | 1 | 1 | 4 | 4800 |
| 635000 | 676 | 1 | 1 | 11 | 8000 |
| 410000 | 556 | 1 | 1 | 4 | 5300 |
| 505000 | 681 | 1 | 1 | 12 | 3200 |
| 555000 | 583 | 1 | 1 | 4 | 9240 |
| 450000 | 586 | 1 | 1 | 12 | 9280 |
| 475000 | 725 | 1 | 1 | 12 | 9280 |
| 675000 | 1041 | 1 | 2 | 16 | 8000 |
| 415000 | 735 | 1 | 1 | 5 | 5860 |
| 210000 | 427 | 1 | 1 | 16 | 420 |
| 450000 | 718 | 1 | 1 | 12 | 8000 |
| 625000 | 745 | 1 | 1 | 12 | 8000 |
| 445000 | 785 | 1 | 1 | 4 | 2640 |
| 465000 | 745 | 1 | 1 | 12 | 8000 |
| 435000 | 639 | 1 | 1 | 4 | 2700 |
| 620000 | 575 | 1 | 1 | 4 | 8100 |
| 400000 | 729 | 1 | 1 | 4 | 2640 |
| 400000 | 663 | 1 | 1 | 4 | 2640 |
| 415000 | 742 | 1 | 1 | 4 | 2640 |
| 600000 | 767 | 1 | 2 | 13 | 8000 |
| 562500 | 698 | 1 | 1 | 4 | 5540 |
| 630000 | 767 | 1 | 2 | 13 | 8000 |
| 320000 | 490 | 1 | 1 | 4 | 6840 |
| 622500 | 616 | 1 | 1 | 4 | 9240 |
| 525000 | 767 | 1 | 2 | 13 | 8000 |
| 740000 | 730 | 1 | 1 | 4 | 2060 |
| 475000 | 772 | 1 | 1 | 13 | 8000 |
| 490000 | 1041 | 1 | 2 | 16 | 8000 |
| 460000 | 600 | 1 | 1 | 4 | 9240 |
| 345000 | 459 | 1 | 1 | 13 | 420 |
| 285000 | 500 | 1 | 1 | 4 | 6840 |
| 612500 | 730 | 1 | 1 | 4 | 5440 |
| 350000 | 784 | 1 | 1 | 13 | 8000 |
| 490000 | 784 | 1 | 1 | 13 | 8000 |
| 430000 | 685 | 1 | 1 | 5 | 4840 |
| 335000 | 591 | 1 | 1 | 13 | 420 |
| 375000 | 640 | 1 | 1 | 4 | 8100 |
| 385000 | 588 | 1 | 1 | 13 | 420 |
| 325000 | 529 | 1 | 1 | 4 | 7880 |
| 265000 | 459 | 1 | 1 | 13 | 420 |
| 345000 | 560 | 1 | 1 | 4 | 7420 |
| 390000 | 574 | 1 | 1 | 13 | 420 |
| 325000 | 475 | 1 | 1 | 10 | 9660 |
| 470000 | 750 | 1 | 1 | 4 | 4680 |
| 925000 | 1004 | 1 | 1 | 16 | 6600 |
| 325000 | 602 | 1 | 1 | 4 | 7760 |
| 605000 | 626 | 1 | 1 | 4 | 6300 |
| 400000 | 582 | 1 | 1 | 4 | 7420 |
| 346900 | 591 | 1 | 1 | 14 | 420 |
| 600000 | 638 | 1 | 1 | 4 | 7960 |
| 775000 | 913 | 1 | 1 | 4 | 4840 |
| 565000 | 714 | 1 | 1 | 7 | 5600 |
| 668750 | 770 | 1 | 1 | 4 | 3560 |
| 285000 | 438 | 1 | 1 | 14 | 420 |
| 375000 | 574 | 1 | 1 | 12 | 420 |
| 643200 | 663 | 1 | 1 | 4 | 3340 |
| 335000 | 425 | 1 | 1 | 4 | 5440 |
| 625000 | 622 | 1 | 1 | 4 | 3480 |
| 375000 | 657 | 1 | 1 | 4 | 6920 |
| 675000 | 722 | 1 | 1 | 4 | 6260 |
| 261250 | 438 | 1 | 1 | 14 | 420 |
| 750000 | 1002 | 1 | 1 | 4 | 600 |
| 780000 | 752 | 1 | 1 | 4 | 9240 |
| 400000 | 833 | 1 | 2 | 5 | 2740 |
| 265000 | 438 | 1 | 1 | 15 | 420 |
| 240000 | 804 | 1 | 1 | 5 | 3260 |
| 325000 | 563 | 1 | 1 | 16 | 420 |
| 225000 | 409 | 1 | 1 | 15 | 420 |
| 825000 | 906 | 1 | 1 | 4 | 5260 |
| 310000 | 514 | 1 | 1 | 15 | 420 |
| 435000 | 720 | 1 | 1 | 4 | 2640 |
| 668750 | 750 | 1 | 1 | 8 | 3560 |
| 460000 | 675 | 1 | 1 | 4 | 7020 |
| 750000 | 950 | 1 | 1 | 4 | 5720 |
| 425000 | 666 | 1 | 1 | 8 | 3760 |
| 150000 | 325 | 1 | 1 | 15 | 420 |
| 425000 | 485 | 1 | 1 | 8 | 9660 |
| 380000 | 588 | 1 | 1 | 13 | 420 |
| 952500 | 1866 | 1 | 1 | 4 | 4280 |
| 445000 | 670 | 1 | 1 | 4 | 8140 |
| 240000 | 350 | 1 | 1 | 12 | 9660 |
| 385000 | 628 | 1 | 1 | 11 | 9280 |
| 460000 | 965 | 1 | 1 | 4 | 2980 |
| 625000 | 555 | 1 | 1 | 4 | 1720 |
| 450000 | 562 | 1 | 1 | 4 | 9720 |
| 515000 | 798 | 1 | 1 | 4 | 6500 |
| 261250 | 426 | 1 | 1 | 16 | 420 |
| 445000 | 745 | 1 | 1 | 12 | 8000 |
| 415000 | 559 | 1 | 1 | 8 | 7240 |
| 515000 | 589 | 1 | 1 | 5 | 5580 |
| 580000 | 676 | 1 | 1 | 11 | 8000 |
| 400000 | 585 | 1 | 1 | 6 | 5900 |
| 405000 | 609 | 1 | 1 | 6 | 4880 |
| 395000 | 692 | 1 | 1 | 8 | 7240 |
| 715000 | 633 | 1 | 1 | 4 | 5500 |
| 590000 | 670 | 1 | 1 | 6 | 6760 |
| 775000 | 730 | 1 | 1 | 5 | 6680 |
| 335000 | 567 | 1 | 1 | 5 | 5580 |
| 325000 | 722 | 1 | 1 | 5 | 8420 |
| 733000 | 903 | 1 | 2 | 6 | 6300 |
| 465000 | 627 | 1 | 1 | 5 | 9720 |
| 375000 | 560 | 1 | 1 | 13 | 420 |
| 887500 | 1004 | 1 | 1 | 16 | 6600 |
| 340000 | 563 | 1 | 1 | 16 | 420 |
| 130000 | 325 | 1 | 1 | 16 | 420 |
| 625000 | 586 | 1 | 1 | 4 | 3280 |
| 775000 | 930 | 1 | 2 | 5 | 2720 |
| 485000 | 676 | 1 | 1 | 11 | 8000 |
| 700000 | 742 | 1 | 1 | 5 | 1640 |
| 639500 | 898 | 1 | 1 | 5 | 9720 |
| 750000 | 1035 | 1 | 2 | 16 | 8000 |
| 625000 | 689 | 1 | 1 | 5 | 6680 |
| 360000 | 450 | 1 | 1 | 11 | 420 |
| 565000 | 730 | 1 | 1 | 5 | 6680 |
| 400000 | 578 | 1 | 1 | 7 | 3720 |
| 575000 | 658 | 1 | 1 | 5 | 6300 |
| 1000000 | 1324 | 1 | 2 | 6 | 5200 |
| 985000 | 870 | 1 | 1 | 10 | 9800 |
| 612500 | 721 | 1 | 1 | 4 | 5500 |
| 455000 | 743 | 1 | 1 | 5 | 1840 |
| 525000 | 1035 | 1 | 2 | 16 | 8000 |
| 540000 | 727 | 1 | 1 | 5 | 2660 |
| 600000 | 708 | 1 | 1 | 4 | 4920 |
| 392500 | 522 | 1 | 1 | 4 | 1160 |
| 225000 | 409 | 1 | 1 | 15 | 420 |
| 937500 | 1169 | 1 | 2 | 16 | 8000 |
| 395000 | 528 | 1 | 1 | 4 | 1160 |
| 430000 | 767 | 1 | 2 | 13 | 8000 |
| 550000 | 1472 | 1 | 1 | 16 | 3200 |
| 485000 | 772 | 1 | 1 | 13 | 8000 |
| 315000 | 690 | 1 | 1 | 9 | 9620 |
| 470000 | 668 | 1 | 1 | 5 | 6300 |
| 455000 | 611 | 1 | 1 | 4 | 4140 |
| 555000 | 663 | 1 | 1 | 11 | 8000 |
| 692500 | 645 | 1 | 1 | 7 | 5600 |
| 550000 | 676 | 1 | 1 | 11 | 8000 |
| 665000 | 686 | 1 | 1 | 5 | 6680 |
| 349200 | 588 | 1 | 1 | 14 | 420 |
| 675000 | 1846 | 1 | 2 | 4 | 7960 |
| 475000 | 666 | 1 | 1 | 8 | 3760 |
| 550000 | 605 | 1 | 1 | 5 | 6760 |
| 410000 | 627 | 1 | 1 | 8 | 7240 |
| 713970 | 659 | 1 | 1 | 7 | 5600 |
| 320000 | 563 | 1 | 1 | 16 | 420 |
| 350000 | 574 | 1 | 1 | 4 | 2460 |
| 435000 | 860 | 1 | 1 | 6 | 5860 |
| 475000 | 703 | 1 | 1 | 6 | 100 |
| 320000 | 459 | 1 | 1 | 13 | 420 |
| 275000 | 438 | 1 | 1 | 14 | 420 |
| 580000 | 745 | 1 | 1 | 12 | 8000 |
| 660000 | 645 | 1 | 1 | 7 | 5600 |
| 930000 | 870 | 1 | 1 | 10 | 9800 |
| 410000 | 574 | 1 | 1 | 12 | 420 |
| 425000 | 755 | 1 | 1 | 12 | 8000 |
| 360000 | 784 | 1 | 1 | 13 | 8000 |
| 350000 | 588 | 1 | 1 | 13 | 420 |
| 375000 | 673 | 1 | 1 | 11 | 8000 |
| 300000 | 438 | 1 | 1 | 14 | 420 |
| 675000 | 767 | 1 | 2 | 13 | 8000 |
| 850000 | 968 | 1 | 1 | 7 | 100 |
| 440000 | 607 | 1 | 1 | 4 | 8740 |
| 425000 | 701 | 1 | 1 | 8 | 7240 |
| 310000 | 563 | 1 | 1 | 16 | 420 |
| 600000 | 657 | 1 | 1 | 4 | 6260 |
| 450000 | 670 | 1 | 1 | 4 | 8140 |
| 575000 | 1041 | 1 | 2 | 16 | 8000 |
| 727500 | 606 | 1 | 1 | 6 | 5600 |
| 287500 | 438 | 1 | 1 | 14 | 420 |
| 365000 | 622 | 1 | 1 | 7 | 3800 |
| 310000 | 459 | 1 | 1 | 13 | 420 |
| 265000 | 475 | 1 | 1 | 9 | 9660 |
| 1000000 | 1184 | 1 | 2 | 16 | 3200 |
| 950000 | 870 | 1 | 1 | 11 | 9800 |
| 320000 | 427 | 1 | 1 | 16 | 420 |
| 945000 | 1000 | 2 | 2 | 4 | 1680 |
| 642500 | 1050 | 2 | 2 | 5 | 6220 |
| 1025000 | 1292 | 2 | 2 | 4 | 3460 |
| 1550000 | 1360 | 2 | 2 | 3 | 2000 |
| 847500 | 1131 | 2 | 2 | 4 | 560 |
| 650000 | 1121 | 2 | 2 | 6 | 7640 |
| 1025000 | 1451 | 2 | 3 | 16 | 8000 |
| 710000 | 805 | 2 | 1 | 5 | 2700 |
| 790000 | 1339 | 2 | 2 | 4 | 6360 |
| 775000 | 1121 | 2 | 2 | 6 | 7640 |
| 1150000 | 1680 | 2 | 2 | 4 | 2420 |
| 640000 | 713 | 2 | 1 | 3 | 8600 |
| 1975000 | 1710 | 2 | 3 | 3 | 1460 |
| 1025000 | 1300 | 2 | 2 | 4 | 6660 |
| 1175000 | 934 | 2 | 1 | 4 | 4920 |
| 1085000 | 1464 | 2 | 3 | 16 | 8000 |
| 840000 | 885 | 2 | 1 | 4 | 7260 |
| 782500 | 893 | 2 | 1 | 4 | 1620 |
| 730000 | 951 | 2 | 2 | 4 | 4120 |
| 965000 | 1380 | 2 | 1 | 4 | 3760 |
| 905000 | 1425 | 2 | 2 | 8 | 6660 |
| 625000 | 1075 | 2 | 2 | 5 | 8140 |
| 740000 | 890 | 2 | 2 | 4 | 3580 |
| 675000 | 925 | 2 | 1 | 4 | 1620 |
| 1275000 | 1810 | 2 | 3 | 4 | 7180 |
| 395000 | 568 | 2 | 1 | 7 | 7240 |
| 894500 | 1235 | 2 | 1 | 4 | 240 |
| 601750 | 840 | 2 | 1 | 6 | 5900 |
| 750000 | 1271 | 2 | 2 | 6 | 7640 |
| 440000 | 783 | 2 | 1 | 5 | 7460 |
| 1325000 | 2000 | 2 | 3 | 4 | 2340 |
| 965000 | 1380 | 2 | 1 | 4 | 3760 |
| 978750 | 1015 | 2 | 2 | 7 | 5480 |
| 850000 | 963 | 2 | 2 | 4 | 6260 |
| 507500 | 929 | 2 | 2 | 15 | 420 |
| 742500 | 886 | 2 | 1 | 4 | 3100 |
| 675000 | 1121 | 2 | 2 | 6 | 7640 |
| 540000 | 820 | 2 | 1 | 7 | 9620 |
| 950000 | 1300 | 2 | 2 | 4 | 6660 |
| 525000 | 897 | 2 | 2 | 13 | 420 |
| 842500 | 1190 | 2 | 2 | 8 | 7640 |
| 345000 | 605 | 2 | 1 | 9 | 9660 |
| 600000 | 866 | 2 | 2 | 4 | 9540 |
| 1200000 | 1801 | 2 | 2 | 5 | 4060 |
| 562500 | 861 | 2 | 2 | 13 | 420 |
| 675000 | 1271 | 2 | 2 | 6 | 7640 |
| 800000 | 1200 | 2 | 2 | 4 | 2340 |
| 958750 | 1487 | 2 | 2 | 4 | 9040 |
| 525000 | 883 | 2 | 1 | 12 | 9280 |
| 710000 | 896 | 2 | 2 | 7 | 10400 |
| 800000 | 1015 | 2 | 2 | 4 | 6300 |
| 590000 | 910 | 2 | 1 | 4 | 2980 |
| 550000 | 830 | 2 | 2 | 6 | 7460 |
| 415000 | 830 | 2 | 1 | 6 | 7460 |
| 175000 | 775 | 2 | 1 | 7 | 5000 |
| 660000 | 610 | 2 | 1 | 4 | 5200 |
| 1200000 | 1339 | 2 | 3 | 8 | 1400 |
| 600000 | 914 | 2 | 1 | 5 | 8060 |
| 650000 | 1123 | 2 | 2 | 16 | 8000 |
| 875000 | 1425 | 2 | 2 | 8 | 6660 |
| 1575000 | 1523 | 2 | 2 | 4 | 2180 |
| 1300000 | 1552 | 2 | 2 | 8 | 6660 |
| 886250 | 1045 | 2 | 2 | 4 | 5500 |
| 775000 | 926 | 2 | 1 | 5 | 8060 |
| 615000 | 790 | 2 | 1 | 8 | 7240 |
| 1000000 | 1431 | 2 | 2 | 16 | 8000 |
| 632500 | 860 | 2 | 2 | 4 | 1700 |
| 415000 | 783 | 2 | 1 | 5 | 7460 |
| 600000 | 831 | 2 | 1 | 13 | 3200 |
| 825000 | 1115 | 2 | 2 | 4 | 6380 |
| 1375000 | 1207 | 2 | 2 | 9 | 9800 |
| 850000 | 1197 | 2 | 2 | 16 | 8000 |
| 710000 | 934 | 2 | 1 | 5 | 8060 |
| 900000 | 1193 | 2 | 2 | 16 | 8000 |
| 835000 | 1190 | 2 | 2 | 4 | 2300 |
| 1150000 | 1453 | 2 | 1 | 4 | 440 |
| 1400000 | 1520 | 2 | 2 | 4 | 6540 |
| 875000 | 1000 | 2 | 1 | 16 | 3200 |
| 760000 | 989 | 2 | 2 | 5 | 8060 |
| 889195 | 1292 | 2 | 2 | 4 | 3460 |
| 470000 | 690 | 2 | 1 | 9 | 9660 |
| 711250 | 989 | 2 | 2 | 5 | 8060 |
| 1000000 | 1889 | 2 | 3 | 9 | 1800 |
| 912500 | 1197 | 2 | 2 | 16 | 8000 |
| 1050000 | 1093 | 2 | 2 | 5 | 800 |
| 995000 | 1137 | 2 | 1 | 4 | 1160 |
| 1137500 | 1053 | 2 | 2 | 4 | 2180 |
| 1165000 | 1132 | 2 | 2 | 10 | 9800 |
| 667500 | 1133 | 2 | 1 | 4 | 2980 |
| 825000 | 899 | 2 | 2 | 4 | 3640 |
| 1000000 | 1312 | 2 | 2 | 8 | 5600 |
| 675000 | 1050 | 2 | 2 | 5 | 6220 |
| 1300000 | 1169 | 2 | 2 | 10 | 9800 |
| 625000 | 748 | 2 | 1 | 4 | 4140 |
| 645000 | 1100 | 2 | 1 | 4 | 3540 |
| 1250000 | 1169 | 2 | 2 | 10 | 9800 |
| 700000 | 1152 | 2 | 2 | 16 | 8000 |
| 787500 | 1220 | 2 | 2 | 4 | 5420 |
| 1015000 | 1132 | 2 | 2 | 11 | 9800 |
| 1395000 | 1392 | 2 | 2 | 11 | 9800 |
| 1275000 | 1415 | 2 | 2 | 5 | 4060 |
| 1295000 | 1392 | 2 | 2 | 11 | 9800 |
| 525000 | 929 | 2 | 2 | 14 | 420 |
| 520000 | 812 | 2 | 1 | 4 | 4560 |
| 1243750 | 1190 | 2 | 2 | 10 | 9800 |
| 812500 | 1736 | 2 | 2 | 7 | 1300 |
| 950000 | 1197 | 2 | 2 | 16 | 8000 |
| 925000 | 1425 | 2 | 2 | 7 | 6660 |
| 1075000 | 1742 | 2 | 2 | 4 | 3580 |
| 912500 | 1348 | 2 | 2 | 4 | 700 |
| 615000 | 1053 | 2 | 2 | 5 | 5580 |
| 800000 | 935 | 2 | 2 | 4 | 3640 |
| 700000 | 1214 | 2 | 2 | 4 | 9040 |
| 1050000 | 1223 | 2 | 2 | 4 | 2180 |
| 775000 | 1016 | 2 | 1 | 4 | 820 |
| 828250 | 1175 | 2 | 2 | 4 | 6660 |
| 780000 | 1245 | 2 | 2 | 16 | 8000 |
| 575000 | 823 | 2 | 1 | 5 | 7460 |
| 825000 | 805 | 2 | 1 | 4 | 7260 |
| 525000 | 783 | 2 | 1 | 5 | 7460 |
| 950000 | 1193 | 2 | 2 | 16 | 8000 |
| 1041050 | 1340 | 2 | 2 | 4 | 380 |
| 825000 | 1133 | 2 | 2 | 4 | 2180 |
| 1463925 | 1130 | 2 | 2 | 16 | 680 |
| 800000 | 1133 | 2 | 2 | 4 | 2180 |
| 950000 | 1280 | 2 | 2 | 4 | 1140 |
| 1212500 | 1445 | 2 | 2 | 4 | 3720 |
| 1075000 | 1318 | 2 | 2 | 16 | 8000 |
| 1000000 | 1156 | 2 | 2 | 4 | 560 |
| 725000 | 894 | 2 | 2 | 4 | 3640 |
| 600000 | 875 | 2 | 2 | 6 | 7640 |
| 635000 | 875 | 2 | 1 | 6 | 7640 |
| 792500 | 790 | 2 | 1 | 3 | 5740 |
| 1100000 | 1443 | 2 | 2 | 8 | 6660 |
| 560000 | 929 | 2 | 2 | 14 | 420 |
| 500000 | 840 | 2 | 1 | 6 | 5900 |
| 1575000 | 2394 | 2 | 3 | 16 | 8000 |
| 549500 | 765 | 2 | 1 | 8 | 9660 |
| 1250000 | 1766 | 2 | 2 | 4 | 6320 |
| 912500 | 1193 | 2 | 2 | 16 | 8000 |
| 582500 | 490 | 2 | 1 | 4 | 2700 |
| 580000 | 885 | 2 | 1 | 4 | 7260 |
| 820000 | 1133 | 2 | 2 | 5 | 6260 |
| 675000 | 1121 | 2 | 2 | 6 | 7640 |
| 965000 | 1469 | 2 | 2 | 16 | 3200 |
| 303000 | 508 | 2 | 1 | 13 | 420 |
| 825000 | 895 | 2 | 1 | 4 | 5740 |
| 585000 | 875 | 2 | 2 | 6 | 7640 |
| 975000 | 1304 | 2 | 2 | 4 | 2440 |
| 815000 | 974 | 2 | 2 | 4 | 6300 |
| 550000 | 970 | 2 | 1 | 4 | 8140 |
| 1495000 | 1273 | 2 | 2 | 9 | 9800 |
| 810000 | 1094 | 2 | 2 | 4 | 5440 |
| 1300000 | 1300 | 2 | 2 | 4 | 6660 |
| 1000000 | 1175 | 2 | 1 | 4 | 3940 |
| 750000 | 1271 | 2 | 2 | 6 | 7640 |
| 1075000 | 720 | 2 | 1 | 4 | 9560 |
| 750000 | 1221 | 2 | 2 | 16 | 8000 |
| 1025000 | 1075 | 2 | 2 | 5 | 1480 |
| 854375 | 963 | 2 | 2 | 4 | 6260 |
| 715000 | 1113 | 2 | 2 | 4 | 2180 |
| 1175000 | 1169 | 2 | 2 | 10 | 9800 |
| 1220000 | 1132 | 2 | 2 | 10 | 9800 |
| 1900000 | 1876 | 2 | 2 | 4 | 6320 |
| 938000 | 1876 | 2 | 2 | 4 | 6320 |
| 900000 | 1245 | 2 | 2 | 4 | 2720 |
| 815000 | 1245 | 2 | 2 | 16 | 8000 |
| 611750 | 1020 | 2 | 2 | 7 | 3600 |
| 389200 | 977 | 2 | 2 | 4 | 980 |
| 542500 | 929 | 2 | 2 | 14 | 420 |
| 975000 | 1530 | 2 | 2 | 4 | 3760 |
| 562500 | 925 | 2 | 1 | 7 | 3600 |
| 950000 | 1339 | 2 | 3 | 7 | 1800 |
| 862500 | 1197 | 2 | 2 | 16 | 8000 |
| 925000 | 1193 | 2 | 2 | 16 | 8000 |
| 1312500 | 1095 | 2 | 2 | 4 | 1480 |
| 420050 | 693 | 2 | 1 | 6 | 10400 |
| 1262500 | 1442 | 2 | 3 | 4 | 560 |
| 1038500 | 1073 | 2 | 2 | 16 | 1900 |
| 1500000 | 1700 | 2 | 2 | 4 | 3760 |
| 475000 | 929 | 2 | 2 | 15 | 420 |
| 710000 | 1050 | 2 | 2 | 5 | 6220 |
| 975000 | 1164 | 2 | 2 | 16 | 6600 |
| 1150000 | 1536 | 2 | 2 | 8 | 6660 |
| 1490000 | 1273 | 2 | 2 | 9 | 9800 |
| 1172500 | 1293 | 2 | 2 | 16 | 3600 |
| 1325000 | 1293 | 2 | 2 | 16 | 3600 |
| 650000 | 801 | 2 | 1 | 4 | 6260 |
| 971000 | 971 | 2 | 2 | 5 | 1900 |
| 1025000 | 983 | 2 | 2 | 15 | 8000 |
| 1143465 | 1177 | 2 | 3 | 4 | 3340 |
| 1550000 | 1430 | 2 | 2 | 4 | 2140 |
| 1650000 | 2163 | 2 | 1 | 16 | 1880 |
| 1000000 | 1107 | 2 | 2 | 5 | 8240 |
| 875000 | 1108 | 2 | 2 | 4 | 1480 |
| 1337500 | 1754 | 2 | 3 | 16 | 3200 |
| 940000 | 1315 | 2 | 2 | 16 | 8000 |
| 1810000 | 1409 | 2 | 3 | 16 | 3600 |
| 930000 | 1302 | 2 | 2 | 16 | 8000 |
| 662500 | 1050 | 2 | 2 | 5 | 6220 |
| 1550000 | 2363 | 2 | 3 | 16 | 8000 |
| 1075000 | 1293 | 2 | 2 | 16 | 3600 |
| 583500 | 782 | 2 | 1 | 5 | 7460 |
| 555000 | 781 | 2 | 1 | 5 | 2700 |
| 1085000 | 1345 | 2 | 2 | 16 | 8000 |
| 1510000 | 1273 | 2 | 2 | 9 | 9800 |
| 900000 | 1263 | 2 | 2 | 16 | 8000 |
| 692500 | 834 | 2 | 2 | 5 | 5000 |
| 625000 | 1160 | 2 | 2 | 16 | 420 |
| 2250000 | 2264 | 2 | 2 | 5 | 8240 |
| 2450000 | 2220 | 2 | 3 | 16 | 3600 |
| 1715000 | 2434 | 2 | 3 | 16 | 8000 |
| 1675000 | 1795 | 3 | 2 | 7 | 4440 |
| 1230000 | 1973 | 3 | 2 | 8 | 6660 |
| 1950000 | 2030 | 3 | 2 | 4 | 6660 |
| 2050000 | 1940 | 3 | 3 | 4 | 740 |
| 800000 | 1131 | 3 | 1 | 7 | 5900 |
| 1262500 | 1403 | 3 | 1 | 3 | 6940 |
| 847500 | 1070 | 3 | 2 | 7 | 3600 |
| 970000 | 1380 | 3 | 1 | 4 | 3540 |
| 1200000 | 1940 | 3 | 1 | 6 | 6160 |
| 800000 | 1889 | 3 | 3 | 4 | 7120 |
| 2075000 | 1445 | 3 | 2 | 9 | 9800 |
| 1100000 | 1600 | 3 | 2 | 4 | 2580 |
| 1975000 | 2450 | 3 | 2 | 5 | 2720 |
| 1450000 | 2120 | 3 | 3 | 4 | 2340 |
| 1705000 | 1445 | 3 | 2 | 9 | 9800 |
| 570000 | 1171 | 3 | 2 | 5 | 8220 |
| 1350000 | 1940 | 3 | 1 | 6 | 6160 |
| 1500000 | 2030 | 3 | 2 | 4 | 6660 |
| 1285000 | 1070 | 3 | 2 | 6 | 5600 |
| 2975000 | 2146 | 3 | 1 | 12 | 8240 |
| 850000 | 1500 | 3 | 2 | 4 | 5720 |
| 1930000 | 1577 | 3 | 2 | 9 | 9800 |
| 1725000 | 2210 | 3 | 2 | 5 | 2720 |
| 1800000 | 1815 | 3 | 3 | 6 | 8240 |
| 1825000 | 1787 | 3 | 2 | 8 | 1800 |
| 1835000 | 2162 | 3 | 3 | 16 | 6600 |
| 760000 | 1274 | 3 | 2 | 4 | 3900 |
| 890000 | 1019 | 3 | 1 | 8 | 3680 |
| 1575000 | 1892 | 3 | 2 | 4 | 600 |
| 725000 | 1900 | 3 | 3 | 4 | 3560 |
| 1255000 | 1563 | 3 | 3 | 5 | 800 |
| 2875000 | 1735 | 3 | 3 | 5 | 800 |
| 1250000 | 1395 | 3 | 2 | 3 | 7120 |
| 1085000 | 2511 | 3 | 2 | 16 | 420 |
| 2125000 | 2325 | 3 | 3 | 5 | 3760 |
| 1475000 | 1700 | 3 | 2 | 4 | 1620 |
| 1010000 | 1747 | 3 | 2 | 7 | 1300 |
| 1065000 | 1506 | 3 | 2 | 5 | 8060 |
| 1945000 | 2331 | 3 | 3 | 8 | 3820 |
| 1625000 | 1389 | 3 | 1 | 4 | 1920 |
| 1375000 | 2325 | 3 | 3 | 4 | 2180 |
| 1025000 | 1445 | 3 | 2 | 5 | 800 |
| 1525000 | 1962 | 3 | 2 | 7 | 4400 |
| 2475000 | 1753 | 3 | 2 | 8 | 9800 |
| 1410000 | 1618 | 3 | 2 | 4 | 5020 |
| 1782500 | 1994 | 3 | 2 | 4 | 1300 |
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Essentials Of Statistics For The Behavioral Sciences
Authors: Frederick J Gravetter, Larry B. Wallnau
8th Edition
1133956572, 978-1133956570
