Linear Regression Diagnostic Checks (Internal) similar to reg check in stata Performs diagnostic tests for linear regression models: - Breusch-Pagan test for heteroskedasticity - Shapiro-Wilk test for normality of residuals - RESET test for model specification - Cook's Distance for influential points
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