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# CITATION.cff file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "EDI" in publications use:'
type: software
license: GPL-3.0-only
title: 'EDI: Experimental Design and Inference'
version: 1.0.3
identifiers:
- type: doi
  value: 10.32614/CRAN.package.EDI
- type: url
  value: https://pypi.org/project/edi-kernels/
abstract: Implements a comprehensive suite of experimental designs, both fixed (e.g.,
  block, stratified, matched-pair, cluster, factorial, and mixed-integer-programming-based
  optimal designs) and sequential (including matching-on-the-fly designs, biased coin
  designs, and covariate-adaptive urn designs that assign treatment one subject at
  a time while maintaining covariate balance), for continuous, incidence, count, proportion,
  survival, and ordinal response types. For each design and response type combination,
  provides the corresponding inference procedures, including exact, asymptotic, distribution-free,
  and resampling-based (bootstrap, jackknife, and randomization) methods, so that
  estimation and testing are always matched to how the data were generated. An 'InferenceSuite'
  facility runs all applicable inference procedures for a given design and response
  type at once and reports a single Cauchy-combined p-value summarizing their evidence.
  A built-in simulation framework supports power analysis and operating-characteristic
  studies across designs, response types, and inference procedures, with optional
  parallelization via 'mirai'. Missing covariate data is handled automatically via
  built-in imputation. Core numerical routines are implemented in C++ via 'Rcpp' for
  speed on large designs and simulation studies. Machine-specific tuning for optimization
  is included.
authors:
- family-names: Kapelner
  given-names: Adam
  email: adam.kapelner@mail.huji.ac.il
  orcid: https://orcid.org/0000-0001-5985-6792
preferred-citation:
  type: manual
  title: 'EDI: Experimental Design and Inference'
  authors:
  - family-names: Kapelner
    given-names: Adam
    email: adam.kapelner@mail.huji.ac.il
    orcid: https://orcid.org/0000-0001-5985-6792
  year: '2026'
  notes: R package version 1.0.3
  url: https://github.com/kapelner/EDI
repository: https://kapelner.r-universe.dev
repository-code: https://github.com/kapelner/EDI
commit: c55198fef97b7ed24f1ea41e6556c7b88715b3ca
url: https://kapelner.github.io/EDI/
date-released: '2026-10-18'
contact:
- family-names: Kapelner
  given-names: Adam
  email: adam.kapelner@mail.huji.ac.il
  orcid: https://orcid.org/0000-0001-5985-6792