Paket: r-cran-qtl (1.70-1)

[ Quellcode: r-cran-qtl  ]

GNU R package for genetic marker linkage analysis

R/qtl is an extensible, interactive environment for mapping quantitative trait loci (QTLs) in experimental crosses. It is implemented as an add-on-package for the freely available and widely used statistical language/software R (see http://www.r-project.org).

The development of this software as an add-on to R allows one to take advantage of the basic mathematical and statistical functions, and powerful graphics capabilities, that are provided with R. Further, the user will benefit by the seamless integration of the QTL mapping software into a general statistical analysis program. The goal is to make complex QTL mapping methods widely accessible and allow users to focus on modeling rather than computing.

A key component of computational methods for QTL mapping is the hidden Markov model (HMM) technology for dealing with missing genotype data. The main HMM algorithms, with allowance for the presence of genotyping errors, for backcrosses, intercrosses, and phase-known four-way crosses were implemented.

The current version of R/qtl includes facilities for estimating genetic maps, identifying genotyping errors, and performing single-QTL genome scans and two-QTL, two-dimensional genome scans, by interval mapping (with the EM algorithm), Haley-Knott regression, and multiple imputation. All of this may be done in the presence of covariates (such as sex, age or treatment). One may also fit higher-order QTL models by multiple imputation.

Markierungen: Software-Entwicklung: GNU R-Entwicklung, Bibliotheken, Feld: Biologie, field::statistics, implemented-in::r, Rolle: Anwendungsdaten, Anwendungs-Suite: GNU

Andere Pakete mit Bezug zu r-cran-qtl

• dep: libblas3

  Grundlegende Unterprogramme für Lineare Algebra, gemeinsame Bibliothek

  oder libblas.so.3

  virtuelles Paket, bereitgestellt durch libblas3, libblis4-openmp, libblis4-pthread, libblis4-serial, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial

• dep: libc6 (>= 2.29)

  GNU-C-Bibliothek: Laufzeitbibliotheken
  auch ein virtuelles Paket, bereitgestellt durch libc6-udeb

• dep: liblapack3

  Bibliothek von Routinen für Lineare Algebra (3) - gemeinsame Version

  oder liblapack.so.3

  virtuelles Paket, bereitgestellt durch liblapack3, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial

• dep: r-api-4.0

  virtuelles Paket, bereitgestellt durch r-base-core

• dep: ruby

  Interpreter für die objektorientierte Skriptsprache Ruby (Standardversion)

• rec: r-cran-testthat

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