[download] (969)dlmap: An R Package for Mixed Model QTL and Association Analysis
dlmap is a software package capable of mapping quantitative trait loci (QTL) in a variety of genetic studies. Unlike most other QTL mapping packages, dlmap is built on a linear mixed model platform, and thus can simultaneously handle multiple sources of genetic and environmental variation. Furthermo...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Foundation for Open Access Statistics
2012-08-01
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| Series: | Journal of Statistical Software |
| Subjects: | |
| Online Access: | http://www.jstatsoft.org/v50/i06/paper |
| _version_ | 1818532595442384896 |
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| author | B. Emma Huang Rohan Shah Andrew W. George |
| author_facet | B. Emma Huang Rohan Shah Andrew W. George |
| author_sort | B. Emma Huang |
| collection | DOAJ |
| description | dlmap is a software package capable of mapping quantitative trait loci (QTL) in a variety of genetic studies. Unlike most other QTL mapping packages, dlmap is built on a linear mixed model platform, and thus can simultaneously handle multiple sources of genetic and environmental variation. Furthermore, it can accommodate both experimental crosses and association mapping populations within a versatile modeling framework. The software implements a mapping algorithm with separate detection and localization stages in a user-friendly manner. It accepts data in various common formats, has a flexible modeling environment, and summarizes results both graphically and numerically. |
| first_indexed | 2024-12-11T17:47:35Z |
| format | Article |
| id | doaj.art-bee60f1764494d04995aa75e91666c76 |
| institution | Directory Open Access Journal |
| issn | 1548-7660 |
| language | English |
| last_indexed | 2024-12-11T17:47:35Z |
| publishDate | 2012-08-01 |
| publisher | Foundation for Open Access Statistics |
| record_format | Article |
| series | Journal of Statistical Software |
| spelling | doaj.art-bee60f1764494d04995aa75e91666c762022-12-22T00:56:19ZengFoundation for Open Access StatisticsJournal of Statistical Software1548-76602012-08-01506[download] (969)dlmap: An R Package for Mixed Model QTL and Association AnalysisB. Emma HuangRohan ShahAndrew W. Georgedlmap is a software package capable of mapping quantitative trait loci (QTL) in a variety of genetic studies. Unlike most other QTL mapping packages, dlmap is built on a linear mixed model platform, and thus can simultaneously handle multiple sources of genetic and environmental variation. Furthermore, it can accommodate both experimental crosses and association mapping populations within a versatile modeling framework. The software implements a mapping algorithm with separate detection and localization stages in a user-friendly manner. It accepts data in various common formats, has a flexible modeling environment, and summarizes results both graphically and numerically.http://www.jstatsoft.org/v50/i06/paperinterval mappinglinear mixed modelsquantitative trait lociRassociation mappingF2 |
| spellingShingle | B. Emma Huang Rohan Shah Andrew W. George [download] (969)dlmap: An R Package for Mixed Model QTL and Association Analysis Journal of Statistical Software interval mapping linear mixed models quantitative trait loci R association mapping F2 |
| title | [download] (969)dlmap: An R Package for Mixed Model QTL and Association Analysis |
| title_full | [download] (969)dlmap: An R Package for Mixed Model QTL and Association Analysis |
| title_fullStr | [download] (969)dlmap: An R Package for Mixed Model QTL and Association Analysis |
| title_full_unstemmed | [download] (969)dlmap: An R Package for Mixed Model QTL and Association Analysis |
| title_short | [download] (969)dlmap: An R Package for Mixed Model QTL and Association Analysis |
| title_sort | download 969 dlmap an r package for mixed model qtl and association analysis |
| topic | interval mapping linear mixed models quantitative trait loci R association mapping F2 |
| url | http://www.jstatsoft.org/v50/i06/paper |
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