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Software Development Standards

This project’s main contents is located in the project’s Wiki:

Coding Standards

  1. Coding Standards
  2. Software Thinking
  3. Development Workflow
  4. Misc

We do have some direct guidelines developed as issue templates here.

Bioghost Server

  1. Introduction
  2. Setup
  3. Cheat Sheet

HPC in R

Happy Scientist Seminars

The Happy Scientist Seminars are educational seminars sponsored by Cores C and D of the Biostats Program Project award. This series, the “Happy Scientist” seminar series, is aimed at providing educational material for members of Biostats, both students and faculty, about a variety of tools and methods that might prove useful to them. If you have any suggestions for subjects that you would like to learn about in future, please send email to Paul Marjoram at (pmarjora@usc.edu). Our agenda will be driven by your specific interests as far as is possible.

List of past seminars with material can be found here.

USCbiostats R packages

Name Description
aphylo Statistical inference of genetic functions in phylogenetic trees CRAN status CRAN downloads status
bayesnetworks C++ program to fit Bayesian networks, illustrated with simulated data CRAN status CRAN downloads status
BinaryDosage Converts VCF files to a binary format CRAN status CRAN downloads status
causnet What the Package Does (One Line, Title Case) CRAN status CRAN downloads status
fdrci Permutation-Based FDR Point and Confidence Interval Estimation CRAN status CRAN downloads status
fmcmc A friendly MCMC framework CRAN status CRAN downloads status
GxEScanR R version of GxEScan CRAN status CRAN downloads status
HiLDA An R package for inferring the mutational exposures difference between groups
hJAM hJAM is a hierarchical model which unifies the framework of Mendelian Randomization and Transcriptome-wide association studies. CRAN status CRAN downloads status
iMutSig A web application to identify the most similar mutational signature using shiny CRAN status CRAN downloads status
jsPhyloSVG htmlwidgets for the jsPhyloSVG JavaScript library CRAN status CRAN downloads status
LUCIDus Latent and Unknown Cluster Analysis using Integrated Data CRAN status CRAN downloads status
MergeBinaryDosage R package for merging binary dosage files CRAN status CRAN downloads status
partition A fast and flexible framework for agglomerative partitioning in R CRAN status CRAN downloads status
polygons Flexible functions for computing polygons coordinates in R CRAN status CRAN downloads status
rphyloxml Read and write phyloXML files in R CRAN status CRAN downloads status
selectKSigs Selection of K in finding the number of mutational signatures
slurmR slurmR: A Lightweight Wrapper for Slurm CRAN status CRAN downloads status
xrnet R Package for Hierarchical Regularized Regression to Incorporate External Data CRAN status CRAN downloads status
xtune An R package for Lasso and Ridge Regression with differential penalization based on prior knowledge CRAN status CRAN downloads status

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Coding Standards for the USC Biostats group

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