Semi-Parametric Shape-Restricted Fixed/Mixed Effect(s) Regression Spline


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Documentation for package ‘SRMERS’ version 0.1.1

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data.sim.fixed Simulated dataset for SRMERS FERS example
data.sim.fixed.int Simulated dataset for SRMERS FERSInt example
data.sim.med Simulated dataset for SRMERS SRSplineMed, LRMed, LRMed2 example
data.sim.mixed Simulated dataset for SRMERS MERS example
FERS P values for shapes obtained from semi-parametric shape-restricted fixed effect regression splines.
FERSInt P values for shapes obtained from semi-parametric shape-restricted fixed effect regression splines with factor-by-curve interaction.
LRMed Calculate the CDE, NDE and NIE (linear models, binary exposure).
LRMed2 Calculate the CDE, NDE and NIE (linear models, continuous exposure).
MERS P values for shapes obtained from semi-parametric shape-restricted mixed effects regression splines.
SRSplineMed Calculate the CDE, NDE and NIE.