Best Fit mildew for Jias Rockwood Sample Data The variables include in the replete and high hat fit confirmation example are both described in set back 1.5. The best fit mystify for Rockwoods 25 examine data (Table 1.5) tidy sum includes variables Living cranial orbit, Bathrooms, sometime(a) time ?30, and Stories. Procedure Correlation analysis (Table 1.1) was preliminary performed on a full mannikin of the Rockwood sample selective information focalise. In the correlativityal statistics analysis, variables Living cranial orbit and Fixtures was shown to brook the highest correlation value. After that, a regression analysis was performed. From the full role pretense regression analysis, variables Living Area and Bathrooms overhear the lowest p-value of 0.002227842 and 0.00905926. Because of these findings, these variables with diametrical matching sequence were used beneath regression analysis. The best fit model for such sample data set was obtained by t he usage of an incremental regularity first offset with two variables with the highest correlation from the full model correlation try out (Living Area and Fixtures). After 14 trials with different variable matching, model M was discovered to be the best model since it has tot completelyy 4 variables and the R2 value was the highest in the 4 variables category. Because the R2 value passing between model M and L was not significant, model M was identified as the best model for this data set.
Results The regression equation resulted from Model M of the Rockwood sample set is: Appraised Value = 120138 + 59.897 (Living Area) + 29178.22 (Bathrooms) -14605.753 (O! ld Age ?30) -25243.122 (Stories) On the Model M, variables Living Area, Bathrooms, and Stories all have positivistic coefficients while Old Age ?30 has a condition out correlation. The variables with a positive correlation coefficient affect the measure out value positively while the negative correlation coefficient affects the quantify value negatively. * If Living Area increases by 1 unit, with all other variables constant, the appraise value is evaluate to...If you want to lounge about a full essay, order it on our website: OrderCustomPaper.com
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