A Non Parametric Data Transformation Technique for Quantitative Genetic Analyses: the Rank Transformation

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dc.authorid0000-0002-0546-3034
dc.authorwosidNarinç, Doğan/AAG-5912-2021
dc.contributor.authorNarinç, Doğan
dc.contributor.authorAygün, Ali
dc.date.accessioned2022-05-11T14:42:32Z
dc.date.available2022-05-11T14:42:32Z
dc.date.issued2017
dc.departmentFakülteler, Veteriner Fakültesi, Zootekni ve Hayvan Besleme Bölümü, Genetik Ana Bilim Dalı
dc.description2nd International Conference on Advances in Natural and Applied Sciences (ICANAS) -- APR 18-21, 2017 -- Antalya, TURKEY
dc.description.abstractThe aim of this study was to determine the effects of rank transformation on estimations of genetic parameters for non-normally distributed four simulated variables. X-1, X-2, X-3, X-4 have means and variances of 10, and the variables originated from Laplace distribution, Poisson distribution, Uniform distribution, Weibull distribution, respectively. After rank transformation, these values are 0 and 1 for each variable, respectively. Except the Poisson distribution all variables has been transformed into Gaussian distribution by rank transformation. It was determined that genetic information loss did not occur in any of the variables with normally distributed by rank transformation. It is possible to say that rank transformation can be used safely in quantitative genetic analyzes with regard to research results.
dc.description.sponsorshipAgri Ibrahim Cecen Univ, IC Fdn
dc.identifier.doi10.1063/1.4981708
dc.identifier.isbn978-0-7354-1503-4
dc.identifier.issn0094-243X
dc.identifier.urihttps://doi.org/10.1063/1.4981708
dc.identifier.urihttps://hdl.handle.net/20.500.11776/9411
dc.identifier.volume1833
dc.identifier.wosWOS:000405093100060
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.institutionauthorNarinç, Doğan
dc.language.isoen
dc.publisherAmer Inst Physics
dc.relation.ispartofInternational Conference on Advances in Natural and Applied Sciences (Icanas 2017)
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectMultivariate analysis of variance
dc.subjectgrowth curve
dc.subjectbiological meaningful parameters
dc.subjectmixed modeling
dc.subjectBox-Cox Transformation
dc.subjectTraits
dc.titleA Non Parametric Data Transformation Technique for Quantitative Genetic Analyses: the Rank Transformation
dc.typeConference Object

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