Overview | Correlation and Multiplicity Adjusted (CMA) Confidence Bands | SCB for Mean Outcome Function | SCB for Coefficient Function | Multiplier-t Bootstrap Confidence Bands | An Extended Example

SCBs for Mean Outcome of Linear Model | SCBs for Mean Outcome of Logistic Model | SCBs for Coefficients of Linear/Logistic Model

Definition of Inverse Set and Introduction of the Estimation Method | Linear Function-on-Scalar Regression (FoSR) | Accounting for Error Correlation | Modeling residuals with FPCA and gam | Estimate the FPCA for GAMM FPCA model | Construction of Simultaneous Confidence Bands for Functional Regression Model | Correlation and Multiplicity Adjusted (CMA) Confidence Bands Based on Parameter Simulations | Multiplier-t Bootstrap Procedure for Constructing Confidence Bands | Construction of Simultaneous Confidence Bands for Linear/Logistic Regression Model | Construction of SCB for Spatial Generalized Least Squares Model