summary.mqgam: Summary for a MQGAM fit

View source: R/summary.mqgam.R

summary.mqgamR Documentation

Summary for a MQGAM fit

Description

Takes a fitted mqgam object produced by qgam::mqgam and produces various useful summaries from it, making use of the mgcv::summary.gam method.

Usage

## S3 method for class 'mqgam'
summary(mqgam)

Arguments

mqgam

An mqgam object created with qgam::mqgam.

Details

Please see summary.gam for a detailed explanation of the summaries given.

Value

Please see summary.gam for a detailed explanation of the values given.

Author(s)

D. Schmitz

References

Fasiolo M., Goude Y., Nedellec R., & Wood S. N. (2017). Fast calibrated additive quantile regression. URL: https://arxiv.org/abs/1707.03307

Wood, S.N. (2011). Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models. Journal of the Royal Statistical Society (B) 73(1), 3-36.

Examples

# general usage
summary(mqgam = mtqgam_mqgam)

# printing just one quantile summary
summary(mqgam = mtqgam_mqgam)[[3]]


dosc91/mtqgam documentation built on Sept. 29, 2023, 9:38 a.m.