confidence_band: Confidence Bands of Smooth Terms

In MarcSchneble/geonet: Intensity Estimation on Geometric Networks with Penalized Splines

Confidence Bands of Smooth Terms

Description

confidence_band computes the lower and upper limits of smooth terms fitted with intensity_pspline.

Usage

confidence_band(theta, V, X, q = 0.05, R = 1000)

Arguments

theta	The estimated coefficients which corresponds to the smooth term.
V	The covariance matrix of the estimated coefficients theta.
X	The design matrix of the model which corresponds to the smooth term.
q	The quantile. Default to q = 0.05 which corresponds to 95% confidence bands.
R	The number of replications in the simulation process.

Value

A list of two vectors which contain the lower and the upper limits of the confidence band.

MarcSchneble/geonet documentation built on Jan. 28, 2023, 7:49 p.m.