Shape Constrained Additive Models
![[R logo]](../../../doc/html/Rlogo.svg)
![[Up]](../../../doc/html/left.jpg)
![[Top]](../../../doc/html/up.jpg)
Documentation for package ‘scam’ version 1.2-19
Help Pages
| scam-package | Shape Constrained Additive Models |
| AIC.scam | Log likelihood for a fitted SCAM, for AIC |
| anova.scam | Approximate hypothesis tests related to SCAM fits |
| derivative.scam | Derivative of the univariate smooth model terms |
| function.predictors | Linear functionals of a smooth in GAMs |
| linear.functional.terms | Linear functionals of a smooth in GAMs |
| logLik.scam | Log likelihood for a fitted SCAM, for AIC |
| persp | Visualization of SCAM objects |
| plot.scam | SCAM plotting |
| predict.scam | Prediction from fitted SCAM model |
| print.anova.scam | Approximate hypothesis tests related to SCAM fits |
| print.scam | Print a SCAM object |
| print.summary.scam | Summary for a SCAM fit |
| qq.scam | QQ plots for scam model residuals |
| residuals.scam | SCAM residuals |
| scam | Shape constrained additive models (SCAM) and integrated smoothness selection |
| scam.check | Some diagnostics for a fitted scam object |
| scam.control | Setting SCAM fitting defaults |
| shape.constrained.smooth.terms | Shape preserving smooth terms in SCAM |
| signal.regression | Linear functionals of a smooth in GAMs |
| smooth.construct.cpop.smooth.spec | Constructor for SCOP-splines with positivity constraint |
| smooth.construct.cv.smooth.spec | Constructor for concave P-splines in SCAMs |
| smooth.construct.cvBy.smooth.spec | Constructor for concave P-splines in SCAMs |
| smooth.construct.cx.smooth.spec | Constructor for convex P-splines in SCAMs |
| smooth.construct.cxBy.smooth.spec | Constructor for convex P-splines in SCAMs |
| smooth.construct.dpo.smooth.spec | Constructor for SCOP-splines with positivity constraint |
| smooth.construct.ipo.smooth.spec | Constructor for SCOP-splines with positivity constraint |
| smooth.construct.lipl.smooth.spec | Locally shape-constrained P-spline based constructor (LSCOP-spline): locally increasing splines up to a change point. |
| smooth.construct.lmpi.smooth.spec | Locally shape-constrained P-spline based constructor (LSCOP-spline): locally increasing splines up to a change point. |
| smooth.construct.mdcv.smooth.spec | Constructor for monotone decreasing and concave P-splines in SCAMs |
| smooth.construct.mdcvBy.smooth.spec | Constructor for monotone decreasing and concave P-splines in SCAMs |
| smooth.construct.mdcx.smooth.spec | Constructor for monotone decreasing and convex P-splines in SCAMs |
| smooth.construct.mdcxBy.smooth.spec | Constructor for monotone decreasing and convex P-splines in SCAMs |
| smooth.construct.micv.smooth.spec | Constructor for monotone increasing and concave P-splines in SCAMs |
| smooth.construct.micvBy.smooth.spec | Constructor for monotone increasing and concave P-splines in SCAMs |
| smooth.construct.micx.smooth.spec | Constructor for monotone increasing and convex P-splines in SCAMs |
| smooth.construct.micxBy.smooth.spec | Constructor for monotone increasing and convex P-splines in SCAMs |
| smooth.construct.mifo.smooth.spec | Constructor for monotone increasing SCOP-splines with an additional 'finish at zero' constraint |
| smooth.construct.miso.smooth.spec | Constructor for monotone increasing SCOP-splines with an additional 'start at zero' constraint |
| smooth.construct.mpd.smooth.spec | Constructor for monotone decreasing P-splines in SCAMs |
| smooth.construct.mpdBy.smooth.spec | Constructor for monotone decreasing P-splines in SCAMs |
| smooth.construct.mpi.smooth.spec | Constructor for monotone increasing P-splines in SCAMs |
| smooth.construct.mpiBy.smooth.spec | Constructor for monotone increasing P-splines in SCAMs |
| smooth.construct.po.smooth.spec | Constructor for SCOP-splines with positivity constraint |
| smooth.construct.tecvcv.smooth.spec | Tensor product smoothing constructor for bivariate function subject to double concavity constraint |
| smooth.construct.tecxcv.smooth.spec | Tensor product smoothing constructor for bivariate function subject to mixed constraints: convexity constraint wrt the first covariate and concavity wrt the second one |
| smooth.construct.tecxcx.smooth.spec | Tensor product smoothing constructor for bivariate function subject to double convexity constraint |
| smooth.construct.tedecv.smooth.spec | Tensor product smoothing constructor for bivariate function subject to mixed constraints: monotone decreasing constraint wrt the first covariate and concavity wrt the second one |
| smooth.construct.tedecx.smooth.spec | Tensor product smoothing constructor for bivariate function subject to mixed constraints: monotone decreasing constraint wrt the first covariate and convexity wrt the second one |
| smooth.construct.tedmd.smooth.spec | Tensor product smoothing constructor for bivariate function subject to double monotone decreasing constraint |
| smooth.construct.tedmi.smooth.spec | Tensor product smoothing constructor for bivariate function subject to double monotone increasing constraint |
| smooth.construct.temicv.smooth.spec | Tensor product smoothing constructor for bivariate function subject to mixed constraints: monotone increasing constraint wrt the first covariate and concavity wrt the second one |
| smooth.construct.temicx.smooth.spec | Tensor product smoothing constructor for bivariate function subject to mixed constraints: monotone increasing constraint wrt the first covariate and convexity wrt the second one |
| smooth.construct.tescv.smooth.spec | Tensor product smoothing constructor for a bivariate function concave in the second covariate |
| smooth.construct.tescx.smooth.spec | Tensor product smoothing constructor for a bivariate function convex in the second covariate |
| smooth.construct.tesmd1.smooth.spec | Tensor product smoothing constructor for a bivariate function monotone decreasing in the first covariate |
| smooth.construct.tesmd2.smooth.spec | Tensor product smoothing constructor for a bivariate function monotone decreasing in the second covariate |
| smooth.construct.tesmi1.smooth.spec | Tensor product smoothing constructor for a bivariate function monotone increasing in the first covariate |
| smooth.construct.tesmi2.smooth.spec | Tensor product smoothing constructor for a bivariate function monotone increasing in the second covariate |
| smooth.construct.tismd.smooth.spec | Tensor product interaction with decreasing constraint along the first covariate and unconstrained along the second covariate |
| smooth.construct.tismi.smooth.spec | Tensor product interaction with increasing constraint along the first covariate and unconstrained along the second covariate |
| summary.scam | Summary for a SCAM fit |
| vis.scam | Visualization of SCAM objects |