Literature DB >> 16262861

Unbiased estimation of relative reproductive success of different groups: evaluation and correction of bias caused by parentage assignment errors.

Hitoshi Araki1, Michael S Blouin.   

Abstract

Parentage assignment is widely applied to studies on mating systems, population dynamics and natural selection. However, little is known about the consequence of assignment errors, especially when some parents are not sampled. We investigated the effects of two types of error in parentage assignment, failing to assign a true parent (type A) and assigning an untrue parent (type B), on an estimate of the relative reproductive success (RRS) of two groups of parents. Employing a mathematical approach, we found that (i) when all parents are sampled, minimizing either type A or type B error insures the minimum bias on RRS, and (ii) when a large number of parents is not sampled, type B error substantially biases the estimated RRS towards one. Interestingly, however, (iii) when all parents were sampled and both error rates were moderately high, type A error biased the estimated RRS even more than type B error. We propose new methods to obtain an unbiased estimate of RRS and the number of offspring whose parents are not sampled (zW(z)), by correcting the error effects. Applying them to genotypic data from steelhead trout (Oncorhynchus mykiss), we illustrated how to estimate and control the assignment errors. In the data, we observed up to a 30% assignment error and a strong trade-off between the two types of error, depending on the stringency of the assignment decision criterion. We show that our methods can efficiently estimate an unbiased RRS and zW(z) regardless of assignment method, and how to maximize the statistical power to detect a difference in reproductive success between groups.

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Year:  2005        PMID: 16262861     DOI: 10.1111/j.1365-294X.2005.02689.x

Source DB:  PubMed          Journal:  Mol Ecol        ISSN: 0962-1083            Impact factor:   6.185


  11 in total

1.  Temporal variation in selection on body length and date of return in a wild population of coho salmon, Oncorhynchus kisutch.

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2.  Supportive breeding boosts natural population abundance with minimal negative impacts on fitness of a wild population of Chinook salmon.

Authors:  Maureen A Hess; Craig D Rabe; Jason L Vogel; Jeff J Stephenson; Doug D Nelson; Shawn R Narum
Journal:  Mol Ecol       Date:  2012-10-01       Impact factor: 6.185

3.  Fitness of hatchery-reared salmonids in the wild.

Authors:  Hitoshi Araki; Barry A Berejikian; Michael J Ford; Michael S Blouin
Journal:  Evol Appl       Date:  2008-05       Impact factor: 5.183

4.  Assortative mating and differential male mating success in an ash hybrid zone population.

Authors:  Pierre R Gérard; Etienne K Klein; Frédéric Austerlitz; Juan F Fernández-Manjarrés; Nathalie Frascaria-Lacoste
Journal:  BMC Evol Biol       Date:  2006-11-15       Impact factor: 3.260

5.  Molecular pedigree reconstruction and estimation of evolutionary parameters in a wild Atlantic salmon river system with incomplete sampling: a power analysis.

Authors:  Tutku Aykanat; Susan E Johnston; Deirdre Cotter; Thomas F Cross; Russell Poole; Paulo A Prodőhl; Thomas Reed; Ger Rogan; Philip McGinnity; Craig R Primmer
Journal:  BMC Evol Biol       Date:  2014-03-31       Impact factor: 3.260

Review 6.  On the reproductive success of early-generation hatchery fish in the wild.

Authors:  Mark R Christie; Michael J Ford; Michael S Blouin
Journal:  Evol Appl       Date:  2014-07-09       Impact factor: 5.183

7.  Reduced relative fitness in hatchery-origin Pink Salmon in two streams in Prince William Sound, Alaska.

Authors:  Kyle R Shedd; Emily A Lescak; Christopher Habicht; E Eric Knudsen; Tyler H Dann; Heather A Hoyt; Daniel J Prince; William D Templin
Journal:  Evol Appl       Date:  2022-03-15       Impact factor: 5.183

8.  Reproductive success of captively bred and naturally spawned Chinook salmon colonizing newly accessible habitat.

Authors:  Joseph H Anderson; Paul L Faulds; William I Atlas; Thomas P Quinn
Journal:  Evol Appl       Date:  2012-06-11       Impact factor: 5.183

9.  Can genetic estimators provide robust estimates of the effective number of breeders in small populations?

Authors:  Marion Hoehn; Bernd Gruber; Stephen D Sarre; Rebecca Lange; Klaus Henle
Journal:  PLoS One       Date:  2012-11-06       Impact factor: 3.240

10.  Captive-bred Atlantic salmon released into the wild have fewer offspring than wild-bred fish and decrease population productivity.

Authors:  Ronan James O'Sullivan; Tutku Aykanat; Susan E Johnston; Ger Rogan; Russell Poole; Paulo A Prodöhl; Elvira de Eyto; Craig R Primmer; Philip McGinnity; Thomas Eric Reed
Journal:  Proc Biol Sci       Date:  2020-10-21       Impact factor: 5.349

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