Data Analysis Assignment pdf
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Added on 2020-11-23
Data Analysis Assignment pdf
Added on 2020-11-23
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Data Analysis
TABLE OF CONTENTSOverview..........................................................................................................................................3RESULTS AND DISCUSSION......................................................................................................3Results....................................................................................................................................3Discussion.............................................................................................................................10PART 2..........................................................................................................................................11Results..................................................................................................................................11Discussion.............................................................................................................................16CONCLUSION..............................................................................................................................16REFERENCES..............................................................................................................................17
Overview Ascertaining the optimum outputs of the proposed data set the implication of variousstatistical tools and techniques will bring the accuracy in the results. To analyses the outcomesthere have been use of four models that will be helpful in addressing the issues incurred salesprices of the Condominium units sold at public auction. Therefore, addressing the variations inthe price rates as per location of room and views will make unfavorable and inadequateoperational activities. Therefore, implicating the various statistical tools which in turn will beuseful and adequate as per monitoring the business activities in the right time.RESULTS AND DISCUSSION Results Model 1: Hypothesis 1Null hypothesis (H0): There is no significant difference in the mean value of selling price andother independent variables. Alternative hypothesis (H1): There is a significant difference in the mean value of selling priceand other independent variables.Regression Descriptive StatisticsMeanStd. DeviationNPRICE100191.8117.820106FLOOR5.521.977106DIST6.484.050106VIEW.66.476106furnish.42.497106end.07.250106Interpretation: By considering the above stated table which demonstrates the descriptiveanalysis over the various factors and operational activities. It examines the relationship between
selling prices and the other independent variables in data base. In relation with the outputsderived through such analysis on which it has analyses here that the mean value of price is191.81, floor as 5.52, distance as 6.48, view as 0.66, furnish as 0.42 and end as 0.07. Similarly,in relation with assessing the standard deviation of the database which insists that Price has17.82, floor as 1.977, distance as 4.050, view as 0.476, furnish as 0.497 and end as 0.250.CorrelationsPRICE100FLOORDISTVIEWfurnishendPearson CorrelationPRICE1001.000-.320-.089.722.151-.070FLOOR-.3201.000.108-.246-.197-.167DIST-.089.1081.000.160-.084-.032VIEW.722-.246.1601.000-.190.191furnish.151-.197-.084-.1901.000.002end-.070-.167-.032.191.0021.000Sig. (1-tailed)PRICE100..000.182.000.061.238FLOOR.000..136.005.021.044DIST.182.136..051.197.373VIEW.000.005.051..025.025furnish.061.021.197.025..491end.238.044.373.025.491.NPRICE100106106106106106106FLOOR106106106106106106DIST106106106106106106VIEW106106106106106106furnish106106106106106106end106106106106106106VariablesEntered/RemovedaModelVariables EnteredVariables RemovedMethod1end, furnish, DIST, FLOOR, VIEWb.Entera. Dependent Variable: PRICE100
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