1. Denver Home Sales Daniel Cisneros II Source: https://www.redfin.com/city/5155/CO/Denver

2. AddressPriceBedsBathsSq. Ft. 5995 E Iliff Ave #217 (#4713397) 6490011553 8330 Zuni St #216 (#2345545) 7500021800 3643 S Sheridan Blvd #18 (#1854756)8200021808 8164 Washington St #60 (#8319692) 8250021792 7645 E Quincy Ave #206 (#5958406)8300011763 2880 S Locust St Unit S206(#2405867) 8490011752 8168 Washington St #46 (#3648459)8500011640 8060 E Girard Ave #407 (#8137695)8790011735 1044 Coronado Pkwy Unit 5C (#9111188)90700211024 789 Clarkson St #603 (#6961430) 9900001373 1125 S Oneida St Unit F (#5192460)9990011719 381 S Ames St #203 (#2852679) 11000022945 3550 S Harlan St #139 (#5405907) 114900221013 610 S Alton Way Unit 2A (#2806324)11990021945 855 Pennsylvania St #307 (#5043833)12500011490 2880 S Locust St Unit N502 (#9899011)125000221175 745 S Alton Way Unit 7C(#2638419) 129000221200 2113 Coronado Pkwy Unit A (#3747122)12990031960 9300 E Center Ave Unit 7A (#2990081)13000011855 2880 S Locust St Unit N707 (#3763278)130000221175 4022 Ames St(#2016943) 130000211392 300 S Clinton St Unit 11B (#7100104)13490021945 8301 E 19th Ave(#2735936) 13500021747 8500 E Jefferson Ave Unit 15E(#9688265) 13500022760 9385 E Center Ave Unit 10A (#4153856)135000221200 7340 E Princeton Ave (#6732023) 135000221590 3600 S Pierce St #301 (#5783295) 13550012905 755 S Alton Way Unit 1D(#5143485) 13900021870 650 S Clinton St Unit 7C(#9228897) 139000221200 3121 S Tamarac Dr Unit K102(#5742884) 13990022914 Address Next Open House PriceBedsBathsSq. Ft. 7847 Downing St(#7719 646) -$229,950321,574 Denver, CO 2880 S Locust St Unit S206(#24 05867) -$84,90011752 Denver, CO 540 S Forest St Unit 8- 205(#242 7371) -$169,000221,145 Denver, CO 451 Tennyson St(#7168 992) -$217,500421,431 Denver, CO 3600 S Pierce St #301 (#5 783295) -$135,50012905 Lakewoo d, CO 650 S Clinton St Unit 7C(#9228 897) -$139,000221,200 Denver, CO Clean Data

3. SUMMARY OUTPUT Regression Statistics Multiple R0.75823 R Square0.574913 Adjusted R Square0.569509 Standard Error176840.1 Observati ons240 ANOVA dfSSMSF Significan ce F Regressio n39.98E+123.33E+12106.39354091.35E-43 Residual2367.38E+123.13E+10 Total2391.74E+13 Coefficie nts Standard Errort StatP-value Lower 95% Upper 95% Lower 95.0% Upper 95.0% Intercept25905.7229613.910.8747820.382581843-32435.784247.1-32435.784247.1 Beds-25889.314494.2-1.786190.075352843-54443.92665.2-54443.92665.2 Baths50291.6117218.022.920870.00382894416370.9584212.2716370.9584212.27 Sq. Ft.156.176720.116867.7634722.5012E-13116.5451195.8082116.5451195.8082

4. SUMMARY OUTPUT Regression Statistics Multiple R0.746472 R Square0.557221 Adjusted R Square0.55536 Standard Error179722.7 Observatio ns240 ANOVA dfSSMSF Significanc e F Regression19.67E+12 299.51415.43E-44 Residual2387.69E+123.23E+10 Total2391.74E+13 Coefficient s Standard Errort StatP-value Lower 95% Upper 95% Lower 95.0% Upper 95.0% Intercept19965.4222289.330.8957390.371297-23944.163875-23944.163875 Sq. Ft.180.010210.4013217.306485.43E-44159.5198200.5006159.5198200.5006 From what I can tell in slide 4, I can determine that square foot is the most significant for determining the selling price. This final model shows the relationship of total square foot to selling price.

5. SUMMARY OUTPUT Regression Statistics Multiple R0.746472 R Square0.557221 Adjusted R Square 0.55536 Standard Error745.2803 Observati ons240 ANOVA dfSSMSF Significan ce F Regressio n11.66E+08 299.51415.43E-44 Residual2381.32E+08555442.7 Total2392.99E+08 Coefficien ts Standard Errort StatP-value Lower 95% Upper 95% Lower 95.0% Upper 95.0% Intercept748.394378.859349.4902422.53E-18593.0428903.7457593.0428903.7457 Price(y)0.0030950.00017917.306485.43E-440.0027430.0034480.0027430.003448 Here is some data that relates the selling price with the total square feet. The significance testing and residual analysis are here.

6. SSxx295196075.3Total Sq ftRangePrice Ssyy1.72393E+13Small Fam1000200163.2473High $ 349,006.28 Ssxy53101622366Low $ 51,320.21 b1179.8859362Med Fam1400272117.6218High $ 420,832.87 b020277.31107Low $ 123,402.37 y hat19965.423828+180.0102115xLrg Fam2000380049.1835High $ 528,723.08 SSE7.68706E+12Low $ 231,375.29 T-test17.19732441 Sb10.46011181 Se179718.0164 df237 T-score1.651 This model takes into account the square footage in Denver homes regardless of # of bedrooms or bathrooms. The model uses square foot to determine family size where Small family is 1000 sqft, medium family is 1400 sqft and a large family is 2000 sqft. As you can tell by this final analysis that there is a huge range in prices when considering all the houses that sold. By including an indicator variable to distinguish a particular market, such as 2 bedrooms, the range would vary less and target a particular market.