This package contains utilities to simulate data from two-level hierarchical models.
It is used in a evaluative forensic setting, where two sets of samples are extracted and compared.
It will be coupled to other packages where the said models are evaluated in a Bayesian way.
The package is not yet on CRAN as it is very experimental.
You can install the development version from this repository using devtools or remotes:
# install.packages('remotes')
remotes::install_github('lgaborini/rsamplestudy')
Available documentation can be found here.
The package contains:
- utilities to sample from known distributions
- utilities to generate a full set of data according to a two-level model
- utilities to partition the full set of data into a reference/questioned/background partition
- Dirichlet-Dirichlet model
- Normal-Normal model