It seems logical that the more bank accounts there are, the more ATM withdrawals there would be. Using the data from Central Bank of Malaysia, a simple regression analysis for one year data have been done to predict the number of ATM withdrawals by the number of bank accounts: the following result is the regression output from the data.
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.
![It seems logical that the more bank accounts there are, the more ATM withdrawals there
would be. Using the data from Central Bank of Malaysia, a simple regression analysis for one
year data have been done to predict the number of ATM withdrawals by the number of bank
accounts: the following result is the regression output from the data.](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Ff99a23c8-8d89-4a45-8a1d-607ffe31dd37%2F6ce706f6-f43b-4d65-aade-75af1ce1950b%2Fi4frelr.jpeg&w=3840&q=75)
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