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Introduction to Regression Procedures
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Introduction to Regression Procedures

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  • Overview: Regression Procedures
    • Introduction
    • Introductory Example: Linear Regression
    • Linear Regression: The REG Procedure
    • Response Surface Regression: The RSREG Procedure
    • Partial Least Squares Regression: The PLS Procedure
    • Generalized Linear Regression
    • Regression for Ill-Conditioned Data: The ORTHOREG Procedure
    • Quantile Regression: The QUANTREG Procedure
    • Nonlinear Regression
    • Nonparametric Regression
    • Robust Regression: The ROBUSTREG Procedure
    • Regression with Transformations: The TRANSREG Procedure
    • Interactive Features in the CATMOD, GLM, and REG Procedures
  • Statistical Background in Linear Regression
    • Linear Regression Models
    • Parameter Estimates and Associated Statistics
    • Predicted and Residual Values
    • Testing Linear Hypotheses
    • Multivariate Tests
    • Comments on Interpreting Regression Statistics
  • References
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