Q2/ Four engineering classes A,B,C and, D were tested for the percentage of students failed in the examination of Engineering Mechanics Subject measured from each one of them. The following table gives the number of students in each class and percentage of students failed collected from each class. Compute the followings: Class A в D Number of students in each class 20 30 25 25 Percentages of students failed in each class 24% 38% 45% 42% 1-Total percentage of observed failed students ?.
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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