MBA 6300 case study, quantitative analysis

There are numerous variables that are believed to be predictors of housing prices, including living area (square feet), number of bedrooms, and number of bathrooms.The data in the Case Study No. 2.xlsx file pertains to a random sample of houses located in a particular geographic area.

Develop the following simple linear regression models to predict the sale price of a house based upon a 90% level of confidence.Write the regression equation for each model.Sale price based upon square feet of living area.Sale price based upon number of bedrooms.Sale price based upon number of bathrooms.Develop the following multiple linear regression models to predict the sale price of a house based upon a 90% level of confidence.Write the regression equation for each model.Sale price based upon square feet of living area and number of bedrooms.Sale price based upon square feet of living area and number of bathrooms.Sale price based upon number of bedrooms and number of bathrooms.Sale price based upon square feet of living area, number of bedrooms, and number of bathrooms.

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  • Discuss the joint statistical significance of each of the preceding simple and multiple linear regression models at a 90% level of confidence and 95% level of confidence.
  • Discuss the individual statistical significance of the coefficient for each independent variable for each of the preceding simple and multiple linear regression models at a 90% level of confidence and 95% level of confidence.
  • Compare any of the preceding simple and multiple linear regression models that were found to be jointly and individually statistically significant at a 90% level of confidence and select the preferred regression model.  Explain your selection using the appropriate regression statistics.
  • Interpret the coefficient for each independent variable (or variables) associated with your selected preferred regression model.
  • Using the preferred regression model, predict the sale price of a house with the following values for the independent variables: 3,000 square feet of living area, 3 bedrooms, and 2.5 bathrooms.(Hint: You should only use the values for those independent variables that are specifically associated with your selected preferred regression model.)
  • Prepare a single Microsoft Excel file using a separate worksheet for each question

    Selling Price Living Area (Sq Feet) No. Bathrooms No Bedrooms
    $145.000
    1.152
    1
    2
    $103.000
    1.290
    1,5
    3
    $210.000
    2.396
    1,5
    4
    $559.000
    3.090
    4
    4
    $218.000
    1.428
    1
    3
    $262.138
    1.631
    2,5
    3
    $125.000
    1.368
    1
    3
    $130.000
    1.134
    1
    3
    $157.500
    1.697
    1,5
    3
    $193.000
    1.666
    2,5
    3
    $275.000
    1.738
    2,5
    4
    $240.000
    1.457
    1,5
    2
    $200.136
    1.632
    2,5
    3
    $395.000
    2.186
    2,5
    3
    $366.703
    2.117
    2,5
    3
    $103.150
    936
    1
    3
    $310.000
    3.347
    2,5
    6
    $142.900
    1.824
    2,5
    4
    $359.770
    2.592
    3
    3
    $240.000
    2.022
    2,5
    3
    $235.000
    1.578
    2
    3
    $500.075
    3.400
    3
    3
    $240.000
    1.744
    2,5
    3
    $270.000
    2.560
    2,5
    3
    $225.000
    1.398
    2,5
    3
    $280.000
    2.494
    2,5
    3
    $225.000
    2.208
    2,5
    4
    $248.220
    2.550
    2,5
    3
    $275.000
    1.812
    2,5
    2
    $137.000
    1.290
    1
    2
    $150.000
    1.172
    2
    2
    $649.000
    4.128
    3,5
    3
    $195.000
    1.816
    2,5
    3
    $373.200
    2.628
    2,5
    4
    $169.450
    1.254
    2,5
    3
    $144.200
    1.660
    1,5
    4
    $189.900
    1.850
    1,5
    3
    $166.000
    1.258
    2
    3
    $160.000
    1.219
    2
    3
    $327.355
    1.850
    2,5
    3
    $247.000
    2.103
    2,5
    3
    $318.000
    1.806
    2,5
    3
    $341.000
    1.674
    1,5
    2
    $288.650
    2.242
    2,5
    3
    $157.000
    1.408
    1,5
    3
    $449.000
    3.457
    2,5
    3
    $142.000
    $389.000
    $476.000
    $249.230
    $139.900
    $301.900
    $425.000
    $121.000
    $150.000
    $138.000
    $199.900
    $145.000
    $465.000
    $158.000
    $375.000
    $147.783
    $339.000
    $267.000
    $290.000
    $271.295
    $278.140
    $138.000
    $367.500
    $428.500
    $140.000
    $140.000
    $145.000
    $280.000
    $190.400
    $267.000
    $164.900
    $280.000
    $225.000
    $148.000
    $165.000
    $340.455
    $133.000
    $115.540
    $240.000
    $600.000
    $71.500
    $189.900
    $325.000
    $280.000
    $255.000
    $300.000
    $106.000
    1.728
    2.354
    2.246
    1.902
    1.178
    2.896
    2.457
    936
    934
    1.279
    1.888
    1.686
    2.310
    1.200
    1.944
    1.184
    2.000
    1.744
    1.620
    2.359
    2.230
    1.147
    2.205
    3.243
    1.431
    936
    1.368
    1.800
    1.920
    1.416
    616
    1.488
    1.320
    1.250
    1.286
    2.886
    1.279
    1.074
    1.304
    3.191
    1.056
    1.468
    1.598
    1.160
    1.028
    2.014
    1.296
    1,5
    2,5
    2,5
    2,5
    1
    3,5
    3
    1
    1
    1
    2
    1,5
    3
    1,5
    2,5
    1
    2,5
    2,5
    2,5
    2,5
    2,5
    1,5
    2,5
    2,5
    1,5
    1
    1,5
    2,5
    1,5
    2
    1
    1,5
    1,5
    1,5
    1
    2,5
    1
    1
    1
    3,5
    1
    2,5
    1,5
    1,5
    1
    1
    1
    3
    3
    3
    2
    3
    4
    3
    3
    2
    3
    3
    4
    2
    3
    3
    3
    3
    3
    3
    4
    3
    2
    3
    4
    3
    3
    3
    3
    3
    3
    2
    4
    3
    2
    3
    4
    3
    3
    3
    3
    3
    3
    3
    3
    2
    6
    3
    $139.000
    $165.000
    $169.000
    $159.400
    $300.000
    $161.000
    $230.500
    $220.000
    $177.900
    $350.000
    $335.000
    $597.185
    $173.000
    $518.000
    $212.000
    $149.900
    $140.958
    $95.000
    $161.600
    $351.400
    $155.000
    $198.500
    $276.000
    $167.000
    $227.000
    $405.100
    $395.000
    $360.000
    $775.000
    $285.000
    $300.000
    $214.000
    $229.000
    $330.000
    $146.000
    $381.500
    $430.000
    $650.000
    $194.500
    $279.000
    $183.000
    $195.000
    $470.000
    $167.000
    $309.278
    $217.500
    $200.000
    932
    1.290
    1.448
    1.368
    3.046
    1.272
    1.822
    1.579
    1.660
    2.452
    2.004
    4.210
    1.640
    2.847
    1.816
    2.028
    775
    1.368
    936
    1.680
    1.368
    1.326
    1.579
    1.286
    2.132
    2.000
    2.222
    2.641
    2.472
    1.926
    1.534
    1.490
    1.126
    1.435
    1.136
    2.162
    2.328
    2.754
    1.504
    2.473
    2.072
    1.480
    2.096
    1.050
    1.650
    1.596
    979
    1
    1,5
    1,5
    1
    1,5
    1,5
    2,5
    1,5
    1,5
    2,5
    2
    3,5
    1,5
    1,5
    2
    2
    1
    1
    1,5
    2,5
    1
    1,5
    2
    1
    2,5
    2,5
    2,5
    2
    2,5
    3
    2,5
    1,5
    2
    1,5
    1,5
    2,5
    2,5
    2,5
    1,5
    3,5
    2,5
    2,5
    2,5
    1
    2,5
    1,5
    2
    2
    3
    2
    3
    4
    3
    4
    4
    4
    3
    3
    4
    4
    3
    3
    4
    2
    2
    3
    2
    3
    3
    3
    3
    3
    3
    3
    4
    3
    2
    3
    3
    3
    3
    3
    3
    3
    3
    4
    4
    4
    3
    3
    2
    2
    3
    3
    $199.995
    $179.000
    $329.000
    $374.900
    $165.000
    $647.000
    $315.000
    $208.000
    $405.000
    $535.000
    $184.020
    $95.000
    $87.550
    $131.000
    $127.000
    $104.695
    $120.000
    $278.500
    $75.500
    $121.900
    $208.000
    $151.000
    $138.000
    $229.000
    $130.000
    $89.900
    $145.000
    $86.000
    $95.000
    $195.000
    $107.325
    $131.000
    $166.900
    $127.000
    $119.000
    $92.509
    $174.000
    $180.000
    $155.000
    $146.500
    $162.500
    $210.000
    $165.000
    $123.000
    $150.000
    $128.900
    $88.100
    1.393
    864
    2.744
    2.300
    1.612
    2.640
    775
    2.470
    3.124
    3.254
    1.544
    1.410
    906
    1.512
    1.232
    921
    1.287
    2.600
    1.302
    1.144
    1.703
    1.553
    1.040
    2.124
    1.344
    884
    1.812
    880
    1.256
    1.826
    1.134
    1.916
    1.272
    960
    1.152
    840
    2.106
    1.632
    1.092
    1.634
    1.890
    2.224
    1.475
    1.480
    1.368
    1.200
    840
    1,5
    1
    2,5
    3
    1
    2,5
    1
    2,5
    3
    2,5
    2,5
    1,5
    1
    1
    1
    1
    1
    3
    2
    1
    2
    2
    1
    3
    2
    1
    1,5
    1
    2
    2,5
    1,5
    2,5
    1,5
    1
    1,5
    1
    2
    2
    2
    1,5
    2,5
    2,5
    2
    1,5
    1
    1
    1
    2
    2
    4
    3
    3
    4
    1
    4
    4
    4
    3
    6
    2
    3
    3
    2
    3
    4
    3
    3
    3
    3
    2
    4
    3
    2
    3
    3
    3
    3
    3
    4
    3
    3
    2
    2
    5
    3
    3
    3
    3
    5
    3
    3
    3
    3
    2
    $175.000
    $120.975
    $147.543
    $118.000
    $199.000
    $79.900
    $279.000
    $90.000
    $91.900
    $153.000
    $170.000
    $145.200
    $296.000
    $150.000
    $86.000
    $118.000
    $155.000
    $222.500
    $250.000
    $365.000
    $120.000
    $193.000
    $85.568
    $82.000
    $225.000
    $240.000
    $234.900
    $112.000
    $261.000
    $400.000
    $310.000
    $182.000
    $187.500
    $405.000
    $420.000
    $359.000
    $120.000
    $171.500
    $159.900
    $186.500
    $260.000
    $115.000
    $191.000
    $355.465
    $339.900
    $90.000
    $245.000
    1.176
    1.380
    1.786
    1.480
    1.574
    950
    3.178
    1.342
    1.336
    1.542
    2.272
    1.480
    2.506
    1.852
    1.055
    1.392
    1.608
    1.564
    2.068
    2.516
    1.684
    1.481
    999
    896
    792
    2.747
    2.277
    1.281
    2.462
    2.897
    2.672
    1.932
    1.320
    3.296
    3.279
    3.204
    1.217
    1.782
    1.180
    1.452
    2.140
    1.219
    1.518
    3.328
    2.344
    960
    1.544
    2
    2
    2,5
    1,5
    1,5
    1,5
    3,5
    1,5
    1,5
    2,5
    3,5
    2,5
    2,5
    2
    1
    1,5
    2
    2
    2,5
    2,5
    1,5
    1,5
    1
    1
    1
    3,5
    2,5
    2,5
    2,5
    2,5
    3,5
    1,5
    2,5
    2,5
    3
    2,5
    2,5
    1,5
    1,5
    2
    2,5
    1,5
    1,5
    2,5
    2,5
    1
    2,5
    3
    3
    3
    3
    3
    2
    4
    3
    2
    3
    4
    2
    4
    4
    2
    3
    3
    3
    4
    4
    4
    3
    3
    2
    2
    4
    4
    2
    4
    4
    4
    3
    3
    4
    4
    4
    2
    3
    2
    3
    4
    2
    4
    4
    3
    2
    3
    $320.900
    $159.000
    $174.900
    $293.500
    $210.000
    $182.500
    $219.900
    $370.000
    $286.000
    $169.900
    $161.000
    $287.000
    $315.000
    $177.000
    $332.000
    $249.000
    $179.000
    $150.000
    $225.000
    $182.000
    $329.900
    $165.000
    $180.000
    $321.000
    $180.000
    $178.000
    $279.900
    $179.000
    $183.000
    $500.000
    $170.000
    $179.000
    $184.900
    $177.500
    $112.500
    $180.000
    $10.300
    $137.900
    $144.000
    $131.600
    $123.500
    $123.000
    $109.000
    $173.000
    $105.000
    $122.500
    $191.000
    2.873
    1.180
    1.368
    1.904
    1.320
    1.594
    1.847
    3.125
    2.004
    1.623
    1.120
    2.363
    2.572
    1.548
    2.734
    1.462
    1.558
    1.664
    1.877
    1.838
    2.368
    2.104
    1.180
    2.399
    1.232
    1.180
    2.022
    1.364
    1.343
    1.492
    999
    2.102
    1.656
    1.561
    988
    1.765
    912
    1.592
    1.344
    1.385
    1.385
    1.679
    908
    1.527
    912
    1.184
    1.719
    2,5
    1,5
    1,5
    2,5
    2
    1,5
    2,5
    2,5
    2,5
    1,5
    1
    2,5
    2,5
    1,5
    2,5
    2
    2,5
    1,5
    3
    1
    2,5
    1,5
    1,5
    2,5
    1,5
    1,5
    2,5
    1,5
    2,5
    1
    1
    2,5
    1,5
    1,5
    2
    2
    1,5
    1,5
    1
    1,5
    1,5
    1,5
    1
    2
    1,5
    1,5
    1,5
    4
    2
    3
    4
    3
    3
    3
    4
    4
    3
    3
    5
    4
    3
    3
    3
    2
    3
    4
    3
    4
    5
    2
    4
    2
    2
    4
    2
    2
    3
    3
    3
    3
    3
    2
    5
    2
    3
    5
    2
    2
    2
    2
    2
    2
    2
    3
    $149.000
    $205.000
    $225.000
    $210.000
    $188.900
    $192.000
    $137.500
    $200.000
    $126.000
    $214.500
    $152.000
    $115.000
    $88.000
    $170.000
    $137.000
    $145.000
    $202.000
    $130.000
    $265.000
    $185.000
    $130.000
    $190.000
    $204.000
    $125.000
    $349.900
    $142.000
    $132.500
    $220.000
    $160.000
    $10.300
    $95.000
    $122.055
    $149.000
    $115.000
    $140.000
    $137.900
    $144.000
    $131.600
    $123.500
    $123.000
    $109.000
    $173.000
    $105.000
    $122.500
    $191.000
    $149.000
    $205.000
    1.080
    2.118
    2.527
    1.592
    1.294
    1.974
    988
    1.508
    908
    1.910
    912
    912
    988
    1.748
    912
    1.385
    1.300
    908
    1.900
    2.191
    1.080
    1.300
    2.458
    1.040
    2.886
    1.840
    1.988
    672
    1.512
    912
    912
    1.385
    1.508
    1.385
    1.628
    1.592
    1.344
    1.385
    1.385
    1.679
    908
    1.527
    912
    1.184
    1.719
    1.080
    2.118
    1
    2
    1,5
    1,5
    1
    2,5
    2
    2
    1
    2
    1,5
    1,5
    2
    2
    1,5
    1,5
    1,5
    1
    2
    2,5
    1
    1,5
    2,5
    1
    3
    1
    1
    1
    2
    1,5
    1,5
    1,5
    1,5
    1,5
    2,5
    1,5
    1
    1,5
    1,5
    1,5
    1
    2
    1,5
    1,5
    1,5
    1
    2
    2
    4
    3
    3
    3
    4
    2
    3
    2
    4
    2
    2
    2
    2
    2
    3
    3
    2
    3
    3
    2
    3
    4
    3
    4
    3
    2
    2
    2
    2
    2
    2
    3
    2
    3
    3
    5
    2
    2
    2
    2
    2
    2
    2
    3
    2
    4
    $225.000
    $210.000
    $188.900
    $192.000
    $137.500
    $200.000
    $126.000
    $214.500
    $152.000
    $115.000
    $88.000
    $170.000
    $137.000
    $145.000
    $202.000
    $130.000
    $265.000
    $185.000
    $130.000
    $190.000
    $204.000
    $125.000
    $349.900
    $142.000
    $132.500
    $220.000
    $160.000
    $156.900
    $138.000
    $166.000
    $195.000
    $295.600
    $460.000
    $126.000
    $220.300
    $175.000
    $255.000
    $185.000
    $234.000
    $133.500
    $151.000
    $157.500
    $285.000
    $217.500
    $300.000
    $161.225
    $217.000
    2.527
    1.592
    1.294
    1.974
    988
    1.508
    908
    1.910
    912
    912
    988
    1.748
    912
    1.385
    1.300
    908
    1.900
    2.191
    1.080
    1.300
    2.458
    1.040
    2.886
    1.840
    1.988
    672
    1.512
    1.635
    1.672
    1.892
    1.652
    2.513
    3.336
    1.302
    2.006
    1.836
    1.994
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    1.888
    1.480
    1.234
    1.778
    2.514
    2.700
    2.330
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    1,5
    1,5
    1
    2,5
    2
    2
    1
    2
    1,5
    1,5
    2
    2
    1,5
    1,5
    1,5
    1
    2
    2,5
    1
    1,5
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    1
    3
    1
    1
    1
    2
    1,5
    1,5
    2
    2
    2,5
    3,5
    1,5
    2
    1,5
    2
    2
    2,5
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    2
    1,5
    2,5
    2,5
    3,5
    2,5
    2
    3
    3
    3
    4
    2
    3
    2
    4
    2
    2
    2
    2
    2
    3
    3
    2
    3
    3
    2
    3
    4
    3
    4
    3
    2
    2
    2
    4
    4
    3
    3
    4
    4
    2
    3
    4
    3
    3
    3
    3
    2
    3
    5
    4
    4
    4
    4
    $250.000
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    $195.000
    $239.900
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    $193.500
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    $125.000
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    $199.500
    $205.100
    $330.000
    $179.000
    $342.000
    $145.000
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    $125.000
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    $209.000
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    $125.500
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    $250.000
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    $129.700
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    $398.000
    2.284
    1.314
    2.396
    2.088
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    2.040
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    1.702
    2.125
    2.310
    1.431
    924
    1.799
    976
    2.217
    1.969
    2.376
    1.585
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    2.973
    1.612
    2.734
    1.479
    945
    1.938
    1.364
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    900
    3.157
    908
    924
    1.138
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    1.874
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    924
    1.692
    1.568
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    2,5
    1,5
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    2
    2,5
    2,5
    2,5
    1,5
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    2,5
    1,5
    1
    1
    2
    2,5
    1
    2,5
    1,5
    2
    3
    1,5
    2,5
    1,5
    1
    2,5
    1
    2,5
    2
    1,5
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    1
    3,5
    1
    1
    1
    2,5
    2
    1,5
    1,5
    1,5
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    2,5
    1
    1,5
    1
    2,5
    2,5
    4
    2
    4
    4
    5
    4
    3
    3
    4
    4
    3
    2
    3
    3
    4
    4
    3
    3
    4
    4
    3
    3
    3
    2
    4
    5
    4
    3
    2
    4
    2
    4
    2
    2
    2
    5
    4
    4
    3
    3
    4
    4
    2
    4
    3
    4
    4
    $176.000
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    $326.900
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    $234.000
    $236.000
    1.683
    2.680
    2.742
    2.012
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    1.314
    1.672
    1.200
    1.700
    2.652
    3.062
    1.290
    1.012
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    2.026
    1.404
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    2.002
    1.782
    2.212
    1.872
    1.804
    1.910
    1.632
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    2.762
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    1.940
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    1.792
    1.724
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    1.734
    2.014
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    2,5
    3,5
    3
    2,5
    1,5
    1,5
    1,5
    1
    2,5
    3,5
    2,5
    1,5
    2
    2,5
    2,5
    1
    1
    2,5
    1,5
    2,5
    1
    2,5
    2,5
    1,5
    4
    1,5
    2,5
    2
    2
    1
    1
    2,5
    1
    2
    2,5
    2,5
    1,5
    2,5
    1,5
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    3,5
    2,5
    1,5
    3,5
    2,5
    1,5
    1,5
    4
    5
    3
    4
    5
    2
    3
    2
    3
    5
    4
    2
    3
    4
    3
    3
    3
    3
    4
    4
    4
    4
    3
    3
    3
    3
    4
    3
    2
    3
    1
    4
    3
    3
    5
    3
    3
    3
    3
    3
    4
    3
    3
    3
    4
    3
    4
    $124.000
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    $275.000
    $320.000
    1.745
    1.352
    2.259
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    924
    2.000
    929
    1.540
    1.730
    1.500
    2.522
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    1.922
    1.215
    2.772
    2.574
    945
    2.914
    1.480
    1.914
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    924
    1.220
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    1.480
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    1.480
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    1
    1,5
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    1
    2
    1
    2,5
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    3
    2,5
    1
    3,5
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    2
    2,5
    2
    1,5
    2
    2,5
    1
    2
    1,5
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    1
    2,5
    1
    1,5
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    2
    2
    2,5
    2
    2
    1
    2,5
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    4
    4
    2
    4
    3
    2
    3
    2
    4
    3
    3
    4
    3
    4
    2
    5
    4
    2
    4
    3
    3
    3
    4
    2
    3
    4
    3
    2
    3
    3
    2
    3
    2
    3
    3
    3
    3
    2
    2
    3
    4
    3
    3
    4
    3
    4
    3
    4
    $380.000
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    2.944
    960
    3.142
    1.666
    708
    1.598
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    1.224
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    960
    960
    1.820
    2.947
    1.652
    1.927
    960
    1.804
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    876
    2.102
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    1.270
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    1.300
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    1.800
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    1
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    1
    2
    2
    1,5
    1
    2,5
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    1
    2,5
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    1
    1,5
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    1,5
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    1
    1,5
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    2
    1
    2,5
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    2
    2
    1,5
    1
    1,5
    2
    1
    5
    3
    4
    4
    2
    3
    3
    3
    3
    4
    2
    3
    4
    4
    3
    3
    3
    3
    4
    2
    2
    2
    4
    4
    3
    3
    4
    3
    3
    2
    2
    3
    4
    3
    4
    3
    3
    3
    3
    3
    2
    3
    3
    4
    4
    3
    3
    $100.000
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    840
    780
    1.728
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    936
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    966
    1.815
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    936
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    1,5
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    1
    2,5
    2
    1
    1,5
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    1
    1
    2,5
    1
    3
    2
    1
    2
    2,5
    1
    1
    1
    2
    1,5
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    2
    2,5
    1
    1,5
    2
    2,5
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    1
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    1
    2
    2
    2,5
    1
    1,5
    2
    2,5
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    1
    1,5
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    2
    2
    3
    3
    3
    4
    2
    2
    5
    4
    4
    2
    3
    4
    3
    3
    3
    4
    2
    2
    3
    4
    4
    3
    4
    3
    3
    3
    5
    4
    3
    4
    3
    2
    3
    2
    3
    4
    3
    4
    3
    3
    3
    3
    4
    4
    2
    $214.500
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    1.510
    864
    1.600
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    812
    1.872
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    1
    1
    2
    2,5
    2,5
    1,5
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    1
    1,5
    1
    2
    1,5
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    1
    2,5
    2
    1
    2,5
    1
    2,5
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    1
    2,5
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    1
    1,5
    1
    2,5
    3
    2,5
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    2
    2
    1,5
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    1,5
    1
    2,5
    2
    2
    1
    3
    3
    2
    4
    3
    4
    2
    2
    3
    3
    3
    3
    3
    3
    2
    5
    5
    3
    2
    3
    4
    3
    4
    3
    3
    3
    4
    3
    3
    2
    2
    3
    3
    3
    2
    3
    3
    2
    4
    3
    3
    4
    2
    4
    3
    2
    2
    $220.000
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    1.596
    884
    814
    720
    2.051
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    960
    1.056
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    2
    1
    1
    1
    1
    2
    1
    1,5
    2
    1
    1
    3,5
    2,5
    2,5
    1
    2
    1,5
    1
    2,5
    1,5
    2
    2,5
    2,5
    3
    1
    2,5
    1,5
    2
    1,5
    1,5
    2,5
    2,5
    2,5
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    3
    2,5
    1
    1,5
    3,5
    2,5
    2,5
    1,5
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    2
    1
    1,5
    1,5
    3
    3
    2
    2
    3
    2
    3
    3
    3
    3
    3
    3
    4
    3
    4
    4
    2
    3
    4
    3
    3
    4
    4
    3
    3
    4
    2
    3
    3
    3
    4
    3
    4
    2
    4
    3
    2
    2
    5
    2
    4
    2
    4
    4
    3
    2
    2
    $178.000
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    $225.000
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    $225.000
    $160.000
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    $323.759
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    $177.500
    $128.000
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    $202.000
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    $185.000
    $128.000
    $335.000
    $148.900
    $229.900
    $215.000
    $253.000
    $304.065
    1.338
    2.368
    1.528
    1.857
    3.320
    1.596
    1.184
    2.745
    2.680
    2.483
    1.188
    2.366
    1.508
    792
    3.285
    1.673
    2.000
    1.561
    2.828
    1.592
    1.184
    1.708
    1.276
    1.184
    908
    1.612
    912
    1.508
    1.492
    874
    1.573
    1.227
    2.494
    912
    988
    2.762
    2.625
    1.222
    3.144
    1.173
    908
    2.274
    908
    1.540
    1.196
    1.780
    2.670
    2
    2,5
    2,5
    2,5
    2,5
    2
    2
    3
    2,5
    2,5
    1
    3
    1,5
    1
    2,5
    2
    2,5
    1,5
    3
    1,5
    2
    2
    2
    1,5
    1
    2
    1,5
    1,5
    2,5
    1
    2,5
    1
    2,5
    1,5
    1
    3
    2,5
    1
    2,5
    1
    1
    2,5
    1
    1,5
    2
    1,5
    3
    3
    4
    3
    4
    4
    3
    3
    4
    4
    3
    3
    4
    3
    2
    4
    2
    4
    3
    4
    3
    3
    2
    2
    2
    2
    3
    2
    3
    3
    3
    4
    3
    3
    2
    2
    4
    4
    2
    4
    3
    2
    4
    2
    3
    4
    3
    4
    $222.000
    $165.000
    $275.000
    $325.000
    $406.000
    $230.000
    $125.000
    $148.000
    $279.000
    $250.000
    $314.940
    $165.900
    $150.000
    $133.000
    $155.000
    $220.000
    $229.000
    $177.000
    $120.000
    $195.000
    $315.371
    $137.000
    $225.700
    $204.900
    $189.500
    $374.000
    $319.000
    $294.100
    $440.760
    $128.000
    $239.505
    $141.700
    $215.500
    $320.210
    $273.495
    $256.350
    $255.000
    $124.000
    $293.000
    $147.000
    $284.595
    $342.269
    $229.000
    $216.900
    $164.900
    $149.000
    $150.000
    1.581
    1.592
    2.011
    1.391
    2.636
    1.656
    1.518
    1.182
    1.836
    1.529
    2.715
    1.184
    1.120
    1.008
    1.008
    2.077
    1.572
    1.874
    768
    1.552
    2.331
    960
    1.720
    1.437
    1.510
    3.021
    1.960
    2.112
    2.917
    912
    2.244
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    2.492
    2.680
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    2.012
    920
    2.111
    1.184
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    2.641
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    1.656
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    969
    1,5
    1,5
    2,5
    1
    2,5
    1,5
    1
    1,5
    2,5
    2
    3
    1,5
    1,5
    1
    1
    2
    1,5
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    1
    2,5
    2,5
    1
    1,5
    1,5
    2
    2,5
    2,5
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    3
    1,5
    2,5
    1,5
    2,5
    2,5
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    3
    1
    2
    2
    3
    3
    1,5
    1,5
    1,5
    1,5
    1
    3
    3
    4
    2
    4
    3
    3
    3
    3
    2
    4
    2
    3
    3
    3
    3
    3
    4
    2
    3
    4
    2
    3
    3
    3
    4
    4
    3
    4
    2
    3
    2
    4
    3
    4
    3
    3
    3
    3
    3
    4
    4
    3
    3
    3
    2
    2
    $214.990
    $173.000
    $149.900
    $155.000
    $170.000
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    $297.065
    $342.202
    $345.264
    $325.046
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    $163.255
    $319.000
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    $250.000
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    $219.000
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    $154.500
    $300.000
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    $182.000
    $161.000
    $176.000
    $177.160
    $355.063
    1.508
    1.602
    912
    1.128
    1.514
    1.535
    2.722
    2.711
    3.020
    2.712
    2.556
    1.184
    912
    2.212
    1.602
    3.285
    1.406
    1.472
    1.072
    2.504
    1.184
    912
    2.120
    3.344
    2.243
    908
    2.714
    1.360
    1.719
    1.404
    2.134
    912
    1.423
    2.044
    896
    1.380
    960
    840
    1.820
    2.144
    1.610
    1.752
    1.729
    1.056
    1.292
    832
    2.256
    1,5
    1,5
    1,5
    1,5
    1,5
    2
    3
    2,5
    3
    2,5
    2,5
    2
    1,5
    2,5
    1,5
    3
    1,5
    2
    1
    2,5
    1,5
    1,5
    2,5
    3,5
    2,5
    1
    3
    1,5
    1,5
    1,5
    2,5
    1,5
    1,5
    2
    1
    1,5
    1
    1
    1,5
    2,5
    2
    2,5
    1,5
    1
    1,5
    1
    2,5
    3
    2
    2
    2
    3
    3
    4
    4
    4
    4
    4
    3
    2
    4
    2
    4
    2
    3
    2
    5
    2
    2
    3
    4
    3
    2
    4
    3
    3
    3
    4
    2
    3
    3
    2
    3
    3
    2
    4
    3
    3
    3
    4
    3
    3
    3
    4
    $213.000
    $266.500
    $285.000
    $178.900
    $377.500
    $340.000
    $240.000
    $295.000
    $215.000
    $275.000
    $189.000
    $156.000
    $410.000
    $264.500
    $145.500
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    $215.000
    $263.000
    $243.000
    $203.000
    $335.000
    $385.000
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    $155.000
    $165.000
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    $194.000
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    $165.000
    $230.000
    $235.000
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    $310.000
    $169.900
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    $305.000
    $508.000
    $220.000
    1.274
    1.608
    1.868
    1.554
    2.886
    2.483
    1.846
    2.592
    1.792
    2.588
    1.210
    1.290
    2.444
    2.376
    1.480
    1.375
    2.676
    1.778
    2.570
    1.272
    1.852
    2.298
    2.259
    2.426
    1.480
    1.244
    1.479
    2.358
    1.453
    2.080
    1.960
    2.600
    1.897
    1.872
    1.260
    1.228
    1.956
    1.480
    1.793
    2.078
    1.666
    2.378
    1.452
    1.792
    2.290
    3.511
    1.922
    2
    2,5
    2,5
    1
    2,5
    2,5
    1,5
    2,5
    1,5
    2,5
    1
    1,5
    3
    2,5
    1,5
    1,5
    2,5
    1,5
    2,5
    1,5
    1,5
    2,5
    2,5
    2,5
    1,5
    2
    1,5
    2,5
    2
    1,5
    1,5
    2,5
    2,5
    2,5
    1,5
    1,5
    2
    2,5
    1,5
    1,5
    1,5
    2,5
    1,5
    1,5
    2
    2,5
    1,5
    3
    3
    3
    3
    4
    4
    3
    4
    3
    4
    3
    2
    4
    4
    3
    2
    4
    3
    5
    2
    3
    4
    4
    4
    3
    2
    3
    4
    4
    4
    3
    4
    4
    4
    2
    3
    4
    3
    4
    4
    3
    3
    3
    3
    4
    4
    4
    $256.000
    $196.900
    $233.000
    $140.000
    $162.900
    $178.000
    $265.000
    $454.900
    2.263
    1.672
    1.902
    1.479
    1.314
    1.302
    2.310
    2.880
    2,5
    1,5
    1,5
    1,5
    1,5
    1,5
    2,5
    2,5
    4
    4
    3
    2
    2
    2
    5
    4

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