Adaptive Semiparametric Regression with Simultaneous Confidence Bands


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Documentation for package ‘AdaptFitOS’ version 0.65

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AdaptFitOS-package Adaptive Semiparametric Regression with Simultaneous Confidence Bands
AdaptFitOS Adaptive Semiparametric Regression with Simultaneous Confidence Bands
asp2 Fit a semiparametric regression model with spatially adaptive penalized splines
aspFormula An asp formula
aspHetero Estimate varying residual variance
default.knots Compute default knots for a given x vector
fitted.asp Fitted values for semiparametric regression.
plot.asp Plots fitted curves or their derivatives
plot.scbm Plots fitted curves or their derivatives
predict.asp Semiparametric regression prediction.
residuals.asp Residuals for semiparametric regression.
scbM Calculate simultaneous confidence bands for penalized splines
sigma Extract estimated varying residual variance
summary.asp Semiparametric regression summary