Adaptive Semiparametric Additive Regression with Simultaneous Confidence Bands and Specification Tests


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Documentation for package ‘AdaptFitOS’ version 0.67

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AdaptFitOS-package Adaptive Semiparametric Additive Regression with Simultaneous Confidence Bands and Specification Tests
AdaptFitOS Adaptive Semiparametric Additive Regression with Simultaneous Confidence Bands and Specification Tests
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 Summaries and hypothesis tests