Wavelet-based parametric functional mapping of developmental trajectories with high-dimensional data.

@article{Zhao2007WaveletbasedPF,
  title={Wavelet-based parametric functional mapping of developmental trajectories with high-dimensional data.},
  author={Wei Zhao and Hongying Li and Wei Hou and Rongling Wu},
  journal={Genetics},
  year={2007},
  volume={176 3},
  pages={1879-92}
}
The biological and statistical advantages of functional mapping result from joint modeling of the mean-covariance structures for developmental trajectories of a complex trait measured at a series of time points. While an increased number of time points can better describe the dynamic pattern of trait development, significant difficulties in performing functional mapping arise from prohibitive computational times required as well as from modeling the structure of a high-dimensional covariance… CONTINUE READING

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