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title: "README" author: "Kridsadakorn Chaichoompu" date: "18/01/2021" output: html_document: keep_md: yes toc: yes pdf_document: number_sections: yes toc: yes

R Package KRIS

Summary

The R package KRIS (Keen and Reliable Interface Subroutines for bioinformatic analysis) is the package providing useful functions which are needed for bioinformatic analysis such as calculating linear principal components from numeric data and Single-nucleotide polymorphism (SNP) dataset, calculating fixation index (Fst) using Hudson method, creating scatter plots in 3 views, handling with PLINK binary file format, detecting rough structures and outliers using unsupervised clustering, and calculating matrix multiplication in the faster way for big data.

The R package KRIS requires the package rARPACK.

Here is the list of functions in the R package KRIS:

  • cal.pc.linear
  • cal.pc.projection
  • fst.each.snp.hudson
  • fst.hudson
  • plot3views
  • read.bed
  • rubikclust
  • write.bed
  • xxt

Moreover, here is the list of example datasets in the R package KRIS:

  • simsnp
  • sample_labels

Installation

Install the released version of KRIS from CRAN:

install.packages("KRIS")

For developemenpers: problem sovling in checking the package as CRAN

Error of Roxygen2 in building RD files

The source codes in this package include the Roxgen's syntax. If there is a problem for generating the RD files (facing some errors) using RStudio (Build > Document), try to use roxygen2::roxygenise() instead of Build > Document from the menu. Alternatively, install the package devtools, then enable RStudio to use the functions from devtools (check Build > Configure Build Tools... > use devtools package functions if available) or run devtools::document() in the console.

Error of testthat for unit testing

When facing error for testthat, try to update the package testthat and add Suggests: testthat in DESCRIPTION file.

Submit package to CRAN

Check the submission using R CMD check --as-cran and a current version of r-devel, as mandated by the CRAN Repository Policy. (You could do so using the win-builder service at http://win-builder.r-project.org)

Resubmit new version to CRAN

Check downstream dependencies with devtools::revdep_check()

Error on checking DESCRIPTION meta-information in Linux

Edit ~/.profile, ~/.bash_profile or ~/.bashrc, then add

export LANG=en_US.UTF-8

export LC_ALL=en_US.UTF-8

CONTRIBUTOR CODE OF CONDUCT

As contributors and maintainers of this project, we pledge to respect all people who contribute through reporting issues, posting feature requests, updating documentation, submitting pull requests or patches, and other activities.

We are committed to making participation in this project a harassment-free experience for everyone, regardless of level of experience, gender, gender identity and expression, sexual orientation, disability, personal appearance, body size, race, ethnicity, age, or religion.

Examples of unacceptable behavior by participants include the use of sexual language or imagery, derogatory comments or personal attacks, trolling, public or private harassment, insults, or other unprofessional conduct.

Project maintainers have the right and responsibility to remove, edit, or reject comments, commits, code, wiki edits, issues, and other contributions that are not aligned to this Code of Conduct. Project maintainers who do not follow the Code of Conduct may be removed from the project team.

Instances of abusive, harassing, or otherwise unacceptable behavior may be reported by opening an issue or contacting one or more of the project maintainers.

This Code of Conduct is adapted from the Contributor Covenant, version 1.0.0, available at https://www.contributor-covenant.org/version/1/0/0/code-of-conduct.html

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Version

Install

install.packages('KRIS')

Monthly Downloads

197

Version

1.1.6

License

MIT + file LICENSE

Last Published

January 21st, 2021

Functions in KRIS (1.1.6)

KRIS-package

Keen and Reliable Interface Subroutines for bioinformatic analysis
fst.hudson

Calculate the average fixation index (Fst) between two groups of individuals from Single-nucleotide polymorphism (SNP)
plot3views

Create scatter plots in three views.
read.bed

Read the binary PLINK format (BED, BIM, and FAM)
xxt

Calculate matrix multipication between a matrix and its transpose for large data.
replace.missing

(Internal) Replace missing values with other values,internally used for parallelization
simsnp

Synthetic dataset containing single nucleotide polymorphisms (SNP)
write.bed

Write a list of SNP object to the binary PLINK format (BED, BIM, and FAM)
cal.pc.projection

Calculate linear principal component analysis (PCA) with a projection method for Single-nucleotide polymorphism (SNP) dataset.
fst.each.snp.hudson

Calculate the fixation index (Fst) for all SNPs between two groups of individuals from Single-nucleotide polymorphism (SNP)
rubikclust

Unsupervised clustering to detect rough structures and outliers.
sample_labels

Synthetic dataset containing population labels for the dataset simsnp.
cal.pc.linear

Calculate linear principal component analysis (PCA) from numeric data and Single-nucleotide polymorphism (SNP) dataset