Q1. Calculate the coefficient of correlation by Scatter diagram (bi-variate table ) from the data given below: Score in the subject X 45-49 Class 30-34 35-39 40-44 50-54 55-59- 60-64 65-69 Total interval 130-139 1 1 1 3 120-129 1 1 2 1 110-119 1 5 6 11 3 36 100-109 3 7 9. 17 13 5 1 1 56 90-99 4 10 16 12 5 1 48 80-89 4 9 8 2 25 Total 12 28 39 38 32 15 4 173 Also give the interpretation.
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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