Store 24 Case Analysis Solution - 4929 Words

Data Analysis and Decision Making Under Uncertainty Week 12 Workshop Store24 Solutions 2 Data Analysis Decision Making Under Uncertainty (2009) Part 1: Developing a model for FutureContribution Figure 1 Plots of each predictor variable against FutureContribution Scatterplot of FutureContribution vs CYJCWScore Correlation -0.063 50000 50000 Scatterplot of FutureContribution vs BanBoredomScore Correlation 0.164 FutureContribution FutureContribution 45000 40000 35000 30000 25000 20000 15000 10000 75 80 85 90 95 100 45000 40000 35000 30000 25000 20000 15000 60 70 80 90 100 110 120 130 140 StatTools Student Version For Academic Use Only StatTools Student Version For Academic Use Only CYJCWScore BanBoredomScore Scatterplot of†¦show more content†¦5 75 Std.Residuals Std.Residuals 1 1 0.5 0 -0.5 -1 -1.5 -2 -2.5 60 70 StatTools Student Version 80 StatTools Student Version 80 For Academic Use Only 85 90 95 100 For 90 Academic Use Only 100 110 120 130 140 CYJCWScore BanBoredomScore Scatterplot of Std.Residuals vs CrewSkills 2.5 2 1.5 2.5 2 1.5 Scatterplot of Std.Residuals vs ManagerSkills Std.Residuals 0.5 0 -0.5 -1 -1.5 -2 -2.5 2 Std.Residuals 1 1 0.5 0 -0.5 -1 -1.5 -2 -2.5 2 StatTools Student Version 2.5 StatTools Student Version 2.5 For Academic Use Only 3 3.5 4 4.5 For Academic Use Only 3 3.5 4 4.5 CrewSkills ManagerSkills Scatterplot of Std.Residuals vs Population 2.5 2 1.5 2.5 2 1.5 Scatterplot of Std.Residuals vs PerCapitaIncome Std.Residuals 0.5 0 -0.5 -1 -1.5 -2 -2.5 0 5000 Std.Residuals 1 1 0.5 0 -0.5 -1 -1.5 -2 -2.5 0 10000 StatTools Student Version For 10000Academic Use Only 15000 20000 25000 30000 StatTools Student Version For 20000Academic Use Only 30000 40000 50000 60000 Population PerCapitaIncome Scatterplot of Std.Residuals vs NumberofCompetitors 2.5 2 1.5 2.5 2 1.5 Scatterplot of Std.Residuals vs Fit Std.Residuals 0.5 0 -0.5 -1 -1.5 -2 -2.5 0 1 Std.Residuals 1 1 0.5 0 10000 -0.5 -1 -1.5 -2 -2.5 StatTools Student Version 2 StatTools Student Version 20000 For Academic4Use Only 3 5 6 7 8 For 30000 Academic Use Only 40000 50000 60000 NumberofCompetitors Fit Store24 Solutions – (2009) 3 Part 1 (a) Inadequacies The plots of standardisedShow MoreRelatedThe Face Of Face Communication1274 Words   |  6 Pagesenable the organization’s management to gather business insights and improve their profitability. 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