Correlation and Regression are the two important concepts in Statistical research, which are based on variable distribution. A variable distribution is explained as a classification/distribution of multiple variables. Correlation and Regression are the significant chapters for the Class 12 students. It is very important for students to learn and understand the differences between these two factors.
Correlation is explained as an analysis which helps us to determine the absence of the relationship between the two variables – ‘p’ and ‘q’.
Regression is also an analysis, that foretells the value of a dependent variable based on the value that is already known of the independent variable.
Difference Between Correlation And Regression
As mentioned earlier, Correlation and Regression are the principal units to be studied while preparing for the 12th Board examinations. Also, it is an important factor for students to be well aware of the differences between correlation and regression. Below mentioned are a few key differences between these two aspects.
|‘Correlation’, as the name says, it determines the interconnection or a co-relationship between the variables.
|‘Regression’ explains how an independent variable is numerically associated with the dependent variable.
|In Correlation, both the independent and dependent values have no difference.
|However, in Regression, both the dependent and independent variables are different.
|The primary objective of Correlation is to find out a quantitative/numerical value expressing the association between the values.
|Regression’s main purpose is to calculate the values of a random variable based on the values of a fixed variable.
|Correlation stipulates the degree to which both variables can move together.
|However, regression specifies the effect of the change in the unit in the known variable(p) on the evaluated variable (q).
|Correlation helps to constitute the connection between the two variables.
|Regression helps in estimating a variable’s value based on another given value.
Hence, these are a few key differences between correlation and regression. To learn more, subscribe to BYJU’S YouTube channel.