Package: precmed
Type: Package
Title: Precision Medicine
Version: 1.1.0
Authors@R: c(person(given = "Lu", 
                    family = "Tian", 
                    email = "lutian@stanford.edu",
                    role = "aut",
                    comment=c(ORCID = "0000-0002-5893-0169")),
            person(given = "Xiaotong",  
                   family = "Jiang",
                   email = "xiaotong.phoebe.jiang@gmail.com",
                   role = "aut",
                   comment=c(ORCID = "0000-0003-3698-4526")),
            person(given = "Gabrielle", 
                   family = "Simoneau",
                   email = "gabrielle.simoneau@mail.mcgill.ca",
                   role = "aut", 
                   comment=c(ORCID = "0000-0001-9310-6274")),
            person("Biogen  MA  Inc.", role="cph"),
            person(given = "Thomas", 
                   family = "Debray", 
                   role = c("ctb", "cre"), 
                   email = "tdebray@fromdatatowisdom.com",
                   comment= c(ORCID = "0000-0002-1790-2719")),
            person(given = "Stan", 
                   family = "Wijn", 
                   role = "ctb",
                   comment=c(ORCID = "0000-0003-3782-6677")),
            person(given = "Joana", 
                   family = "Caldas", 
                   role = "ctb"))
Description: A doubly robust precision medicine approach to fit, cross-validate and visualize prediction models for the conditional average treatment effect (CATE). It implements doubly robust estimation and semiparametric modeling approach of treatment-covariate interactions as proposed by Yadlowsky et al. (2020) <doi:10.1080/01621459.2020.1772080>.
Depends: R (>= 3.5.0)
License: Apache License (== 2.0)
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.2
Imports: dplyr, gbm, gam, ggplot2, glmnet, graphics, MASS, mgcv, rlang,
        stringr, tidyr, survival, randomForestSRC
NeedsCompilation: no
BugReports: https://github.com/smartdata-analysis-and-statistics/precmed/issues
URL: https://github.com/smartdata-analysis-and-statistics/precmed,
        https://smartdata-analysis-and-statistics.github.io/precmed/
Packaged: 2024-10-05 09:19:43 UTC; Thomas
Author: Lu Tian [aut] (<https://orcid.org/0000-0002-5893-0169>),
  Xiaotong Jiang [aut] (<https://orcid.org/0000-0003-3698-4526>),
  Gabrielle Simoneau [aut] (<https://orcid.org/0000-0001-9310-6274>),
  Biogen MA Inc. [cph],
  Thomas Debray [ctb, cre] (<https://orcid.org/0000-0002-1790-2719>),
  Stan Wijn [ctb] (<https://orcid.org/0000-0003-3782-6677>),
  Joana Caldas [ctb]
Maintainer: Thomas Debray <tdebray@fromdatatowisdom.com>
Repository: CRAN
Date/Publication: 2024-10-05 17:30:02 UTC
Built: R 4.5.2; ; 2026-01-21 04:55:29 UTC; windows
