# ABM Paper 1 CAIIB Correlation and Regression

Correlation â€“ Regression :

1. Regression and correlation analyses show us how to determine both the nature and strength of the relationship between the two variables.Â  Through this method we will learn to predict, with some accuracy, the value of the unknown variable based on past observation and other factors.
2. Correlation analysis is the statistical tool to describe the degree to which one variable is linearly related to other.

Balance Sheet Analysis | Financial Ratio Analysis – Accounting Finance for Banking | AFB

CorrelationÂ is aÂ relationshipÂ or dependency that exists between two variables.

If a correlation exists, it is said that the variables are correlated or there is a correlation between them.

TheÂ linear correlation coefficientÂ is theÂ ratioÂ between the covarianceÂ and theÂ product of standard deviationsÂ of both variables.

TheÂ linear correlation coefficientÂ is denoted by the letterÂ r.

The regression line is the line that best fits or represents the data on the scatter plot.

Line of Regression of Y on X

The regression line of y on x is used to estimate the values of y from x.

The slope of the line is the quotient between theÂ covariance andÂ varianceÂ of the variable X.

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