Conformal Local Influence Screening for Bounded-Response Regression

Documentation for package ‘clis’ version 0.3.6

bic_info	Observed or Fisher information matrix for a BIc model
bic_link	Link function and its derivatives for BIc submodels
bic_penalty	Extract the penalty matrix from a fitted additive BIc model
bic_quantile_residuals	Randomized quantile residuals for BEZI/BEOI models
clis_screen	Conformal Local Influence Screening
cnc_block_decomp	Block decomposition of conformal normal curvature
cnc_matrix	Conformal normal curvature matrix
cnc_scores	Per-observation conformal normal curvature scores
cnc_scores_linear	Linear-time per-observation CNC scores
conformal_pvalues	Conformal p-values from non-conformity scores
delta_caseweights	Perturbation matrix for the case-weights scheme
delta_disccovar	Perturbation matrix for the discrete-covariate scheme
delta_meancovar	Perturbation matrix for the mean-covariate scheme
delta_preccovar	Perturbation matrix for the precision-covariate scheme
envelope_bic	Simulated envelope for quantile residuals
load_vaccination	National DTP3 vaccination coverage (2022)
plot_clis	Plot a CLIS screening result
plot_cnc_panels	Plot the classical CNC diagnostic panels
plot_influence	Classical local-influence index plot
plot_residuals	Diagnostic residual plots for a BIc model