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More accurate genetic maps will improve linkage based analyses such as map-based cloning, marker-assisted selection, and QTL mapping, as well as assist marker ordering for genome assembly and provide better estimates of how recombination is distributed in the genome.
Likelihood based analyses, such as the mixed model presented here, represent one approach for valid analysis when the dropout mechanism is data missing completely at random or missing at random.
Model based analyses, such as ML, estimate actual site changes from observed by taking into account various aspects of molecular evolution, such as multiple hits and among site rate heterogeneity.
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Among the speech enhancement methods using time-frequency analyses, the use of nonlinear techniques based on discrete wavelet transform (DWT [15 26] is a superior alternative to the methods using STFT-based analyses, such as spectral subtraction and Wiener filtering.
Efficient sampling strategies that scale with the size of the problem, computational budget, and users' needs are essential for various sampling-based analyses, such as sensitivity and uncertainty analysis.
Proteomics-based analyses such as two-dimensional (2D) gel separation and mass spectrometry are more suitable approaches for such a comprehensive study.
Noteworthy, neural network-based analyses, such as the one employed in the RT-PCR/ESI-MS, are often biased by their database content.
Fecal-based analyses such as occult blood, immunochemical and stool DNA tests are common noninvasive screening tests [ 9].
This study is subject to the limitations of retrospective claims-based analyses, such as coding errors and incomplete data [ 19].
To derive survival estimates, cohort-based analyses such as the conventional life-table (actuarial) method or the Kaplan-Meier method [ 18, 19] have traditionally been used.
Regarding the limitations of the present study, it must be noted that modeling-based analyses, such as the one employed here, involve by definition a simplification of the process they try to emulate, and the present one is no exception.
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