A correlation indicates the size and direction of any relationship between variables. If, however, your hypothesis involves prediction such as variables "A", "B", and "C" predict variable "D"then a regression is the statistic you will use in your analysis. If you have only one independent variable and one dependent variable, you would use a bivariate linear regression the straight line that best fits your data on a scatterplot for your analysis. Types of Regression Analysis There are several types of regression analysis -- simple, hierarchical, and stepwise -- and the one you choose will depend on the variables in your research.
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