Package: prova
Title: Nonparametric Probabilistic-Statistical Variate Analysis
Version: 2.3.0
Authors@R: c(
  person("PierGianLuca", "Porta Mana", ,
  "pgl@portamana.org", role = c("aut", "cre", "cph"),
  comment = c(ORCID = "0000-0002-6070-0784")),
  person("Aurora", "Grefsrud", ,
  "agre@hvl.no", role = c("ctb"),
  comment = c(ORCID = "0009-0005-9063-4131")),
  person("Håkon", "Mydland", ,
  "haakon.mydland@gmail.com", role = c("ctb"),
  comment = c(ORCID = "0009-0004-9558-8894")),
  person("Maksim", "Ohvrill", ,
  "maksimohvrill@hotmail.com", role = c("ctb"),
  comment = c(ORCID = "")),
  person("Simen", "Hesthamar Hauge", ,
  "simen@hhnet.no", role = c("ctb"),
  comment = c(ORCID = "0009-0005-6158-2846"))
  )
Description: Calculate posterior joint and conditional probabilities, probability distributions of population frequencies, information-theoretic measures, and expected utilities, by means of Bayesian nonparametrics. Data can be any combination of nominal, ordinal, continuous, censored, rounded types. Data imputation is automatic and done in a principled way. Markov-chain Monte Carlo calculations are automatically handled and do not require user supervision. Applications range from statistical estimation and probabilistic hypothesis testing to evidence-based inference and decision making, in a wide range of disciplines from astrophysics to medicine. For more details and examples see for instance Porta Mana & al. (2026) <doi:10.31219/osf.io/8nr56>, Dunson & Bhattacharya (2011) <doi:10.1093/acprof:oso/9780199694587.003.0005>, Lindley & Novick (1981) <doi:10.1214/aos/1176345331>, Bernardo & Smith (2000) <doi:10.1002/9780470316870>, Müller et al. (2015) <doi:10.1007/978-3-319-18968-0>. Data-training function requires the package 'Nimble'.
License: AGPL (>= 3)
URL: https://pglpm.github.io/prova/, https://github.com/pglpm/prova/
Encoding: UTF-8
Depends: R (>= 4.5.0)
Suggests: nimble (>= 1.4.2), knitr, rmarkdown
VignetteBuilder: knitr
Config/roxygen2/version: 8.1.0
LazyData: true
NeedsCompilation: no
Packaged: 2026-08-20 07:38:14 UTC; pglpm
Author: PierGianLuca Porta Mana [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0002-6070-0784>),
  Aurora Grefsrud [ctb] (ORCID: <https://orcid.org/0009-0005-9063-4131>),
  Håkon Mydland [ctb] (ORCID: <https://orcid.org/0009-0004-9558-8894>),
  Maksim Ohvrill [ctb],
  Simen Hesthamar Hauge [ctb] (ORCID:
    <https://orcid.org/0009-0005-6158-2846>)
Maintainer: PierGianLuca Porta Mana <pgl@portamana.org>
Repository: CRAN
Date/Publication: 2026-08-20 23:10:02 UTC
Built: R 4.6.1; ; 2026-08-30 17:21:26 UTC; windows
