Finding Quantitative Trait Loci Genes with Collaborative Targeted Maximum Likelihood Learning.

@article{Wang2011FindingQT,
  title={Finding Quantitative Trait Loci Genes with Collaborative Targeted Maximum Likelihood Learning.},
  author={Hui Wang and Sherri Rose and Mark J van der Laan},
  journal={Statistics & probability letters},
  year={2011},
  volume={81 7},
  pages={792-796}
}
Quantitative trait loci mapping is focused on identifying the positions and effect of genes underlying an an observed trait. We present a collaborative targeted maximum likelihood estimator in a semi-parametric model using a newly proposed 2-part super learning algorithm to find quantitative trait loci genes in listeria data. Results are compared to the parametric composite interval mapping approach. 

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