Package: siqr 0.8.1

siqr: An R Package for Single-Index Quantile Regression

Single-Index Quantile Regression is effective in some scenarios. We provides functions that allow users to fit Single-Index Quantile Regression model. It also provides functions to do prediction, estimate standard errors of the single-index coefficients via bootstrap, and visualize the estimated univariate function. Please see W., Y., Y. (2010) <doi:10.1016/j.jmva.2010.02.003> for details.

Authors:Tianhai Zu [cre], Yan Yu [aut]

siqr_0.8.1.tar.gz
siqr_0.8.1.zip(r-4.5)siqr_0.8.1.zip(r-4.4)siqr_0.8.1.zip(r-4.3)
siqr_0.8.1.tgz(r-4.5-any)siqr_0.8.1.tgz(r-4.4-any)siqr_0.8.1.tgz(r-4.3-any)
siqr_0.8.1.tar.gz(r-4.5-noble)siqr_0.8.1.tar.gz(r-4.4-noble)
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siqr.pdf |siqr.html✨
siqr/json (API)

# Install 'siqr' in R:
install.packages('siqr', repos = c('https://zzz1990771.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/zzz1990771/siqr/issues

On CRAN:

Conda:

2.70 score 1 scripts 178 downloads 3 exports 8 dependencies

Last updated 3 years agofrom:27ecc2640c. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 21 2025
R-4.5-winOKMar 21 2025
R-4.5-macOKMar 21 2025
R-4.5-linuxOKMar 21 2025
R-4.4-winOKMar 21 2025
R-4.4-macOKMar 21 2025
R-4.4-linuxOKMar 21 2025
R-4.3-winOKMar 21 2025
R-4.3-macOKMar 21 2025

Exports:generate.dataplot.siqrsiqr

Dependencies:KernSmoothlatticeMASSMatrixMatrixModelsquantregSparseMsurvival