Computer Science homework help
Complete 10 pages APA formatted article: Multiple Regression. They help in assessing the likely value of the regression coefficients in the population.Model Fit: It provides a statistical test of the models ability to predict the outcome variable and also the value of R, R2 and adjusted R2.Estimates: They give the estimated coefficients of the regression mode. The test statistics and their significances are also obtained for each regression. Here T-test is used to see whether each b differences significantly from zero.Durbin Watson: This test statistic tests the assumption of independent errors. If the value is different from value Z, then it is cause of concern. When this data is run on SPSS taking Satisfaction as dependent variable and functional, Epistemic, Social, Emotional, Conditional as independent variables, we get the following outputs.The first output is the Descriptive statistics.Descriptive StatisticsMeanStd. DeviationNSatisfaction5.13691.18900389Functional5.4989.91570389Epistemic5.3492.95148389Social5.32091.27152389Emotional5.49611.04150389Conditional3.46791.01706389 This table gives the mean and standard deviation of each of the variables. This is useful for summary of data. CorrelationsSatisfactionFunctionalEpistemicSocialEmotional ConditionalConditionalPearson CorrelationSatisfaction1.000.555.618.339.565.004Functional.5551.000.509.221.520.011Epistemic.618.5091.000.328.531.109Social.339.221.3281.000.338.148Emotional.565.520.531.3381.000.154Conditional.004.011.109.148.1541.000Sig. (1-tailed)Satisfaction..000.000.000.000.471Functional.000..000.000.000.415Epistemic.000.000..000.000.