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  1. No Access

    Article

    Investigating the Performance of Frequentist and Bayesian Techniques in Genomic Evaluation

    The genomic evaluation process relies on the assumption of linkage disequilibrium between dense single-nucleotide polymorphism (SNP) markers at the genome level and quantitative trait loci (QTL). The present s...

    Hamid Sahebalam, Mohsen Gholizadeh, Hasan Hafezian in Biochemical Genetics (2024)

  2. No Access

    Article

    Evaluation of Bagging approach versus GBLUP and Bayesian LASSO in genomic prediction

    The present study aimed to evaluate the predictive performance of bootstrap aggregating sampling technique (Bagging) in the context of genomic best linear unbiased prediction (GBLUP) method versus GBLUP and Ba...

    Hamid Sahebalam, Mohsen Gholizadeh, Hasan Hafezian, Fatemeh Ebrahimi in Journal of Genetics (2022)

  3. No Access

    Article

    Comparison of parametric, semiparametric and nonparametric methods in genomic evaluation

    Access to dense panels of molecular markers has facilitated genomic selection in animal breeding. The purpose of this study was to compare the nonparametric (random forest and support vector machine), semipara...

    Hamid Sahebalam, Mohsen Gholizadeh, Hasan Hafezian, Ayoub Farhadi in Journal of Genetics (2019)