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-Identify problems that result from lack of sanitation.
Durbin-Watson Statistic
Utilized to check for the presence and intensity of autocorrelation between residuals in linear regression models.
Negative Autocorrelation
A situation in a time series where current values are inversely related to previous values, meaning increases lead to future decreases and vice versa.
Multicollinearity
A statistical phenomenon where predictor variables in a multiple regression model are highly correlated, potentially affecting the model's precision.
Regression Coefficient
A regression coefficient is a statistical figure calculated in the analysis of regression, indicating the relationship strength and direction between an independent variable and a dependent variable.
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