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We also discuss the performance of the mapping functions used for the estimation of the zenith delay terms.
Observed differences in lengths and marker densities for the three T. monococcum linkage maps may well be related to differences in the mapping populations, the types and error-rates of the genetic marker systems used, and/or the algorithms and mapping functions used to compute genetic distances.
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Moreover, this function does not take the form of a regression model and therefore avoids the prediction bias caused by regression to the mean, an issue observed in mapping functions using a regression model [ 9, 36– 38] and recently criticized by Fayers and Hays [ 11].
The mapping function used in this paper is inspired by the unipolar sigmoid function that is common in neural network literature [13]; it is defined here as (10).
Problems inherent to this analysis are: phase ambiguities and unknown hardware delays, the mapping function used to estimate vertical Total Electron Content from the slant one, and, for Global Positioning System only, the plasmaspheric content.
To overcome harmonic structure distortions of complex tones in the low frequency range due to the frequency to electrode mapping function used in Nucleus cochlear implants, two modified frequency maps based on a semitone frequency scale (Smt-MF and Smt-LF) were implemented and evaluated.
The Map functions used to generate the THFM and HFM are similar to the Map function in the above Map-Reduce example.
In addition, to alleviate the small data issue of remote sensing images for training, our proposal introduces a self-learning by learning the mapping function using images and their transformed copies.
Linkage analysis was conducted with the Kosambi mapping function using the software application Mapmaker 2.0 for Windows [ 60].
The resulting GO annotation was mapped to GO slim terms using the Blast2GO internal mapping function using the "goslim_plant.obo" ontology subset.
Linkage analysis of the csgl3 locus with molecular markers was performed with the Kosambi mapping function using JoinMap 4.0 with the threshold LOD score of 4.0.
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