Analysis and Interpretation Statistics Project Example | Topics and Well Written Essays - 1500 words

Analysis and Interpretation - Statistics Project ExampleThe independent variable of the study is attending spectral services while the dependent variable is political views. The study mainly duels on correlation and regression for data analysis. The correlation coefficient is important in masking whether and how strongly ghostly service attendance and political views are related. Because the study is elongated in nature, Pearson product-moment correlation coefficient is necessary to measure the direction and strength of the linear relationship between religious service attendance and political views. The value of Pearsons correlation coefficient is influenced by the distribution of the independent (attending religious services) variable in the sample.The descriptive results show that the mean and the standard deviation of the study are 4.19 and 1.404 respectively. The sample size for the study is 703. Taking 95% confidence interval, DF1 and DF2 are 8 and 694 respectively. This sh ows the difference of means between the groups with a significant level of 0.05. The p-value is the probability of obtaining a test statistic at least extreme as the one that was in reality observed (Cronk, 2008). The p-value of the study is 0.01 at 95% confidence interval. The error term of the study is the mean square=1.853 with the large-hearted mean sample size of 66.899. The harmonic mean is used in the study because the group sizes are not equal. The harmonic mean result shows that 66 out of 703 of the people interviewed attend religious services several times in a year. The confidence interval of the study is 95%. This shows that there is 95% confidence that the real value is indoors the calculated interval (mean). The Pearson correlation coefficient is 1. This means that there is a strong positive correlation between religious services and political views. The correlation coefficients crossways all the age groups also show positive results.