Package: Desimml
Title: Distributed Estimation in Single-Index Models with Multiple
        Links ('Desimml')
Version: 0.1.4
Authors@R: person(given = "Guangbao", family = "Guo", role = c("aut", "cre"), email = "ggb11111111@163.com")
Description: Provides a user-friendly wrapper for fitting Distributed Single-Index Models with Multiple Links ('SIMML'). It estimates a linear combination (single-index) of baseline covariates X and models the treatment-specific outcome y via treatment-specific, non-parametrically estimated link functions. This allows flexible modelling of complex relationships between covariates, treatments and outcomes.
License: MIT + file LICENSE
Encoding: UTF-8
RoxygenNote: 7.3.3
Depends: R (>= 3.5.0)
Imports: stats, mgcv
Suggests: knitr, rmarkdown, testthat (>= 3.0.0)
Config/testthat/edition: 3
NeedsCompilation: no
Packaged: 2026-03-13 04:09:02 UTC; 86198
Author: Guangbao Guo [aut, cre]
Maintainer: Guangbao Guo <ggb11111111@163.com>
VignetteBuilder: knitr
Repository: CRAN
Date/Publication: 2026-03-19 14:40:07 UTC
Built: R 4.6.0; ; 2026-04-27 16:14:11 UTC; unix
