The table below gives the ranking of the top CEO’s bonus payments for ten Companies based in Muscat along with the ranking of their profits. Rank 1 implies highest bonus or profit, rank 10 is lowest bonus or profit. Company CEO Bonus Company profit A 1 3 B 2 2 C 3 1 D 4 5 E 5 8 F 6 7 G 7 6 H 8 10 I 9 4 J 10 9 Use the Spearman’s rank correlation test to determine whether a significant degree of positive rank correlation exists, using α = 0.1 as the desired significance level. Clearly state the conclusion to your hypothesis test. Use Spearman’s Rank Correlation Test (α = 10%) to test the hypothesis
Correlation
Correlation defines a relationship between two independent variables. It tells the degree to which variables move in relation to each other. When two sets of data are related to each other, there is a correlation between them.
Linear Correlation
A correlation is used to determine the relationships between numerical and categorical variables. In other words, it is an indicator of how things are connected to one another. The correlation analysis is the study of how variables are related.
Regression Analysis
Regression analysis is a statistical method in which it estimates the relationship between a dependent variable and one or more independent variable. In simple terms dependent variable is called as outcome variable and independent variable is called as predictors. Regression analysis is one of the methods to find the trends in data. The independent variable used in Regression analysis is named Predictor variable. It offers data of an associated dependent variable regarding a particular outcome.
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