Test function arguments with a wide array of inputs, and produce reports summarizing messages, warnings, errors, and returned values.
FS-DAM performs feature extraction through latent variables identification. Implementation is based on autoencoders with monotonicity and orthogonality constraints.
This package contains a suite of shiny applications meant to explore linear model inference feature through simulation and games.
Read and write access to PNG image files using the LodePNG library. The package has no external dependencies.
This package provides a utility to facilitate the logging and review of R programs in clinical trial programming workflows.
Model selection and averaging for regression and mixtures, inclusing Bayesian model selection and information criteria (BIC, EBIC, AIC, GIC).
Permutation tests for variance components for 2-level, 3-level and 4-level data with univariate or multivariate responses.
Data sets and sample analyses from Pinheiro and Bates, "Mixed-effects Models in S and S-PLUS" (Springer, 2000).
Facilitates building a nesting or hierarchical structure as a list or data frame by using a human friendly syntax.
An application for the empirical extrapolation of time features selecting and summarizing the most relevant patterns in time sequences.
Customise Shiny disconnected screens as well as sanitize error messages to make them clearer and friendlier to the user.
Software to simulate population change across space and time. Visintin et al. (2020) <doi:10.1111/2041-210X.13354>.
This package implements geodesic interpolation and basis generation functions that allow you to create new tour methods from R.
This package provides methods and tools for generating forecasts at different temporal frequencies using a hierarchical time series approach.
Gene Set Enrichment Analysis of P-value based statistics for outlier gene detection in dataset merged from multiple studies.
This package applies several machine learning methods, including SVM, bagSVM, Random Forest and CART to RNA-Seq data.
MEDME allows the prediction of absolute and relative methylation levels based on measures obtained by MeDIP-microarray experiments.
This package provides a set of annotation maps describing the entire MeSH assembled using data from MeSH.
This is a package for noise-robust soft clustering of gene expression time-series data (including a graphical user interface).
This is a companion package for the book "A Course in Statistics with R" (ISBN 978-1-119-15272-9.)
Proto is an object oriented system using object-based, also called prototype-based, rather than class-based object oriented ideas.
This package provides counterparts to R string manipulation functions that account for the effects of ANSI text formatting control sequences.
This package allows users to create CSS grid and flexbox layouts for R/Shiny without needing to write custom CSS.
This package does local optimization using two derivatives and trust regions. Guaranteed to converge to local minimum of objective function.