This is an add-on package to the 'monobin' package that simplifies its use. It provides shiny-based user interface (UI) 
	     that is especially handy for less experienced 'R' users as well as for those who intend to perform quick scanning 
	     of numeric risk factors when building credit rating models. The additional functions implemented in 
	     'monobinShiny' that do no exist in 'monobin' package are: descriptive statistics, special case and outliers imputation. 
	     The function descriptive statistics is exported and can be used in 'R' sessions independently from the user interface, 
	     while special case and outlier imputation functions are written to be used with shiny UI.

Generate a monochrome palette from a starting colour 
    for a specified number of colours. The package can also be used to display 
    colour palettes in the plot window, with or without hex codes and colour labels.

Implementation of the Monothetic Clustering
    algorithm (Chavent, 1998 <doi:10.1016/S0167-8655(98)00087-7>) on
    continuous data sets. A lot of extensions are included in the package,
    including applying Monothetic clustering on data sets with circular
    variables, visualizations with the results, and permutation and
    cross-validation based tests to support the decision on the number of
    clusters.

Contains functions intended to facilitate the production of plant taxonomic monographs. The package includes functions to convert tables into taxonomic descriptions, lists of collectors, examined specimens, identification keys (dichotomous and interactive), and can generate a monograph skeleton. Additionally, wrapper functions to batch the production of phenology histograms and distributional and diversity maps are also available.

'Monolix' is a tool for running mixed effects model using
    'saem'. This tool allows you to convert 'Monolix' models to 'rxode2'
    (Wang, Hallow and James (2016) <doi:10.1002/psp4.12052>) using the
    form compatible with 'nlmixr2' (Fidler et al (2019) <doi:10.1002/psp4.12445>).
    If available, the 'rxode2' model will
    read in the 'Monolix' data and compare the simulation for the
    population model individual model and residual
    model to immediately show how well the translation is
    performing. This saves the model development time for people who are
    creating an 'rxode2' model manually.  Additionally, this package reads
    in all the information to allow simulation with uncertainty (that is the
    number of observations, the number of subjects, and the covariance
    matrix) with a 'rxode2' model.  This is complementary to the
    'babelmixr2' package that translates 'nlmixr2' models to 'Monolix' and can
    convert the objects converted from 'monolix2rx' to a full 'nlmixr2' fit. While not
    required, you can  get/install the 'lixoftConnectors' package in the 'Monolix'
    installation, as described at the following url   <https://monolixsuite.slp-software.com/r-functions/2024R1/installation-and-initialization>. When
  'lixoftConnectors' is available, 'Monolix' can be used to load its model library
  instead manually setting up text files (which only works with old versions of
  'Monolix').