Package: flintyR
Title: Flexible and Interpretable Non-Parametric Tests of
        Exchangeability
Version: 0.0.2
Date: 2021-09-27
Authors@R: c(person("Alan", "Aw", email = "alanaw1@berkeley.edu", role = c("cre", "aut"), comment = c(ORCID = "0000-0001-9455-7878")), person("Jeffrey", "Spence", email = "jspence@stanford.edu", role = "ctb"))
Description: Given a multivariate dataset and some knowledge about the dependencies between its features, it is important to ensure the observations or individuals are exchangeable before fitting a model to the data in order to make inferences from it, or assigning randomized treatments in order to estimate treatment effects. This package provides a flexible non-parametric test of exchangeability, allowing the user to specify the feature dependencies by hand. It can be used directly to evaluate whether a sample is exchangeable, and can also be piped into larger procedures that require exchangeable samples as outputs (e.g., clustering or community detection). See Aw, Spence and Song (2021+) for the accompanying paper.
License: GPL (>= 3)
Imports: Rcpp (>= 1.0.6), doParallel, foreach, assertthat, testthat,
        stats
Suggests: rmarkdown, knitr, devtools, tidyverse
LinkingTo: Rcpp, RcppArmadillo
URL: https://alanaw1.github.io/flintyR/
BugReports: https://github.com/alanaw1/flintyR/issues
RoxygenNote: 7.1.1
Config/testthat/edition: 3
NeedsCompilation: yes
Packaged: 2021-09-27 22:44:09 UTC; alanaw
Author: Alan Aw [cre, aut] (<https://orcid.org/0000-0001-9455-7878>),
  Jeffrey Spence [ctb]
Maintainer: Alan Aw <alanaw1@berkeley.edu>
Repository: CRAN
Date/Publication: 2021-09-28 12:40:07 UTC
Built: R 4.0.2; x86_64-apple-darwin17.0; 2021-09-29 11:38:43 UTC; unix
Archs: flintyR.so.dSYM
