metadataExample

<p>A <a href="/link/data%20frame?package=prova&version=1.0.0" data-mini-rdoc="prova::data frame">data frame</a> containing the prior information about the variates <code>species</code> and <code>bill_len</code> of the datasets::penguins dataset.</p>

datasets

Calculate posterior joint and conditional probabilities, probability distributions of population frequencies, and information-theoretic measures, by means of Bayesian nonparametric methods. 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 et 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>. Requires the packages 'Nimble', 'parallel', 'extraDistr'.

PierGianLuca Porta Mana

prova

Nonparametric Probabilistic-Statistical Variate Analysis with
Automated Markov-Chain Monte Carlo

Aurora Grefsrud

Håkon Mydland

Maksim Ohvrill

Simen Hesthamar Hauge

metadataExample function


<div class="section" id="metadataexample">
<h3><code>metadataExample</code></h3><p></p><p>
</p><p>A <a href="/link/data%20frame?package=prova&version=1.0.0" data-mini-rdoc="prova::data frame">data frame</a> with 2 rows and 10 columns.</p>
</div>


Format

<p>A <a href='https://rdrr.io/r/base/data.frame.html'>data frame</a> containing the prior information about the variates <code>species</code> and <code>bill_len</code> of the datasets::penguins dataset.</p>

Example metadata file — metadataExample


<div class='section' id='metadataexample'>
<h3><code>metadataExample</code></h3>


<p>A <a href='https://rdrr.io/r/base/data.frame.html'>data frame</a> with 2 rows and 10 columns.</p>
</div>


metadataExample: Example metadata file

Description

Usage

Arguments

Value

Format

`metadataExample`

See Also