Open Source S/R Software - Page 12

This project aims at developing R-based Software for the analysis of typical neuroscientific data. These will include time resolved bootstrap tests and fitting and testing of psychometric functions.

A R package for disease outbreak reconstruction using epidemiological and genetic data.

Peakplot is a Perl implemented freely available software application which labels peptide tandem mass spectra retrospectively after a Mascot database search. Availability: http://fgcz-peakplot.uzh.ch/

This new module was built for users interested in a programming language similar to BUGS to fit a Bayesian model based on the piecewise exponential distribution. The module is an extension of the open-source program JAGS. The PE distribution is widely used in the fields of survival analysis and reliability. Currently, it can only be implemented in JAGS through methods to indirectly specify the likelihood based on the Poisson or Bernoulli probabilities. Our module provides a more straightforward implementation with faster results. The "tar.gz" file provided for download here (installation for both Windows and Unix systems) is related to an R package called "pexm". This package is intended to install and load the new module. Details can be found in the paper https://www.jstatsoft.org/article/view/v100i08 or https://arxiv.org/abs/2004.12359 Developers: Vinícius D. Mayrink, João D. N. Duarte and Fábio N. Demarqui. Departamento de Estatística, ICEx, UFMG.

An R package for use with Sweave that allows for the speedy compilation of high quality graphics by using TeX package pgf and the utility eps2pgf. For recent builds please see http://rforge.net/pgfSweave/.

phcfM is an R package for modelling anthropogenic deforestation. It was named after the REDD+ pilot-project 'programme holistique de conservation des forêts à Madagascar'. phcfM includes two main functions: (i) demography(), to model the population growth with time in a hierarchical Bayesian framework using population census data and Gaussian linear mixed models and (ii) deforestation(), to model the deforestation process in a hierarchical Bayesian framework using land-cover change data and Binomial logistic regression models with variable time-intervals between land-cover observations. The two functions use embedded Gibbs samplers written in C++ with the Scythe statistical library to reduce computational time.

Software for visualizing and interpreting NMR data, with an emphasis on metabolomics. Go to the rNMR homepage at http://rnmr.nmrfam.wisc.edu for more details.

This R package can be used to identify TRMs using experimental evidence from a single ChIP-seq experiment. It combines computational predicted transcription factor (TF) binding sites, gene expression and protein-protein interaction (PPI) data and use it to predict TRMs.

Implements the Corpus Query Protocol as a package for the R statistical environment. It allows to query linguistic corpora and manipulate the data as native R objects. It is based on the CWB software.

RGnome is a gtk based frontend for GNU R, which is a widely used language for statistical computing. It features a fully working R console and an editor with syntax highlighting.

Simulation of allele-specific RNA-seq data

Builds synthetic data applicable across multiple domains. This package also provides flexibility to control data distribution to make it relevant to many industry examples.

This package provides high-level interface utilities for MCMC models via Just Another Gibbs Sampler (JAGS), facilitating the use of parallel (or distributed) processors for multiple chains, automated control of convergence and sample length diagnostics, and evaluation of the performance of a model using drop-k validation or against simulated data. Template model specifications can be generated using a standard lme4-style formula interface to assist users less familiar with the BUGS syntax. A JAGS extension module provides additional distributions including the Pareto family of distributions, the DuMouchel prior and the half-Cauchy prior.

Software of decision support

An R-package for data visualization for statistics in social science.

This repository is not in active use; the project lives at: https://r-forge.r-project.org/projects/spdep/

Shell script for spinal cord diffusion tensor imaging (DTI) preprocessing and outlier rejection.

SwathTUNER combines usability and flexibility for the selection of different SWATH data acquisition strategies to address the requirements of multiple experimental conditions. It can be used for any acquisition instrument, including FT-based analyzers, where the same principles with respect to variable precursor isolation windows apply. Fixed and variable windows based on equalizing the distribution of either the precursor ions or the total ion current within each window can be created.

The TreeRank project is a R package implementing a Machine Learning algorithm to build tree-based ranking rules from data with binary labels, based on ROC optimization.

vipR is a program to screen for sequence variants (SNPs, deletions) in sequence data generated by high-throughput-sequencing platforms. Information on this and other projects can be found on: http://www.altmann.eu

This project is goaled a r-language wrap of Artificial Neural Network library libfann. also known as R-binding libfann