Predict.matrix.ospline.smooth

Predict.matrix.tlspline.smooth

smooth.construct.os.smooth.spec

smooth.construct.tl.smooth.spec

Predict.matrix

Predict.matrix.lme

aspmOS

aspmFormReadOS

aspmPenReadOS

aspmKrigeRead

aspGetTheta

almeAux

acompute.CTRinvC

bdiag

airls.ridge

arg.searchOS

aspGetThetaOS

drvbasis

print.asp

spmDesignOS

aspOS

spmOS

scbTest

plot.scbTest

spmArgReadOS

aspmKrigeReadOS

internal

AdaptFitOS-internal

Fits semiparametric additive regression models with spatially adaptive penalized splines and computes simultaneous confidence bands and associated specification (lack-of-fit) tests. Simultaneous confidence bands cover the entire curve with a prescribed level of confidence and allow us to assess the estimation uncertainty for the whole curve. In contrast to pointwise confidence bands, they permit statements about the statistical significance of certain features (e.g. bumps) in the underlying curve.The method allows for handling of spatially heterogeneous functions and their derivatives as well as heteroscedasticity in the data. See Wiesenfarth et al. (2012) <doi:10.1080/01621459.2012.682809>.

Manuel Wiesenfarth

AdaptFitOS

Adaptive Semiparametric Additive Regression with Simultaneous
Confidence Bands and Specification Tests

AdaptFitOS-internal: Internal AdaptFitOS objects

Description

Arguments

Details