Cristina Gutiérrez Pérez

Dr. Cristina Gutiérrez Pérez

University of Extremadura (Spain)
+2
orcid

Research Focus & Metrics

Academic Career Length

17Years (2010-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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24 June 2012 in Revista de la Real Academia de Ciencias Exactas, Fisicas y Naturales. Serie A. Matematicas
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MGM. González-Velasco
M. González-Velasco
Cristina Gutiérrez PérezCristina Gutiérrez Pérez
Cristina Gutiérrez Pérez
RQRodrigo Martínez Quintana
Rodrigo Martínez Quintana
IPInes del Puerto
Ines del Puerto

1 September 2012 in Journal of Computational Biology
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Journal Article
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MGM. González-Velasco
M. González-Velasco
Cristina Gutiérrez PérezCristina Gutiérrez Pérez
Cristina Gutiérrez Pérez
RQRodrigo Martínez Quintana
Rodrigo Martínez Quintana
A two-dimensional bisexual branching process has recently been presented for the analysis of the generation-to-generation evolution of the number of carriers of a Y-linked gene. In this model, preference of females for males with a specific genetic characteristic is assumed to be determined by an allele of the gene. It has been shown that the behavior of this kind of Y-linked gene is strongly related to the reproduction law of each genotype. In practice, the corresponding offspring distributions are usually unknown, and it is necessary to develop their estimation theory in order to determine the natural selection of the gene. Here we deal with the estimation problem for the offspring distribution of each genotype of a Y-linked gene when the only observable data are each generation's total numbers of males of each genotype and of females. We set out the problem in a non parametric framework and obtain the maximum likelihood estimators of the offspring distributions using an expectation-maximization algorithm. From these estimators, we also derive the estimators for the reproduction mean of each genotype and forecast the distribution of the future population sizes. Finally, we check the accuracy of the algorithm by means of a simulation study.

19 July 2012 in Statistics and Computing
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MGM. González-Velasco
M. González-Velasco
Cristina Gutiérrez PérezCristina Gutiérrez Pérez
Cristina Gutiérrez Pérez
RQRodrigo Martínez Quintana
Rodrigo Martínez Quintana

1 April 2011 in Journal of Theoretical Biology
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Journal Article
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GAG. Alsmeyer
G. Alsmeyer
Cristina Gutiérrez PérezCristina Gutiérrez Pérez
Cristina Gutiérrez Pérez
RQRodrigo Martínez Quintana
Rodrigo Martínez Quintana

1 August 2012 in Journal of Theoretical Biology
Verified
Journal Article
Closed access
MGM. González-Velasco
M. González-Velasco
Cristina Gutiérrez PérezCristina Gutiérrez Pérez
Cristina Gutiérrez Pérez
RQRodrigo Martínez Quintana
Rodrigo Martínez Quintana