Regression Analysis (MATH348)

Concept of regression, Regression data and kinds of data, Simple linear regression analysis, Assumptions, Confidence intervals and tests of hypotheses, Concept of correlation, Multiple linear regression analysis, Assumptions, Confidence intervals and tests of hypothesis, Concept of correlation, Dummy variables, Residuals and outliers, Heteroscedasticity, Correlated errors/autocorrelation, Nonmorality, Multicollinearity, Choice of the best model, Computer applications

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