Spline Estimation for GPLSIM


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Documentation for package ‘gplsim’ version 1.0.0

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add_sim_bound function dedicated to add simulation standard error bound, in development draw the bound to current plot
air dataset from an environmental study.
generate_data Data generation function for simulation and demonstration A sine-bump setting has been employed.
gplsim Function to fit generalized partially linear single-index models via penalized splines
gplsim.default Function to fit generalized partially linear single-index models via penalized splines
gplsim.formula Function to fit generalized partially linear single-index models via penalized splines
plot_si Function that plot fitted curve for the unknown univariate function for single index term
Predict.matrix.tr.smooth prediction method function for the tr smooth class
print.summary.gplsim Print Summary function of gplsim object
si An internal function to optimization and fitting. Don't use it solely.
smooth.construct.tr.smooth.spec supporting function to make tr smooth
summary.gplsim Summary function of gplsim object