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In order to prevent Heteroscedasticity, we need to
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To detect autocorrelation
There is no remedy for Autocorrelation. Instead of linear regression, we can use
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Ordinary least squares, or linear least squares, estimates the parameters in a regression model by minimizing the sum of the squared residuals.
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If the pattern doesn't looks like a Straight Line, then we need to apply
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OLS Assumptions are the Conditions that we need to consider them before performing Regression Analysis.
Some OLS Assumptions are:
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To fix Multicollinearity:
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These are some of the Assumptions to be pondered while Applying Ordinary Least Square Method and Performing Regression Analysis.
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Countries have visa restrictions in order to check and control the flow of visitors in and out of the country and to prevent illegal immigration and other criminal activities. Forcing travelers to apply for a visa allows the authorities to vet potential visitors.
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“To discern what is truly essential we need space to think, time to look and listen, permission to play, wisdom to sleep, and the discipline to apply highly selective criteria to the choices we make.”
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