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The outputs of the LSSVM model are compared to experimental ones and statistical parameters of the LSSVM model including correlation coefficient, average absolute relative deviation (AARD) and root mean square error (RMSE) are calculated.
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For this, we proposed two structurally different methods to identify HPs, i.e., predefined thresholding-based one (static one), and statistical thresholding-based technique (dynamic one).
We proposed two structurally different methods to identify HPs: predefined thresholding-based one (static one), and statistical thresholding-based technique (dynamic one).
Based on the identified gaps and needs from this survey, creation of a support system which included short courses in biostatistics, topical biostatistics seminars, walk-in and booked one-on-one statistical consultations with senior biostatisticians of the FHS were offered.
In providing means to statistically analyze explicit experiment descriptions covering all aspects that may be relevant, our approach links between sophisticated and holistic, yet complex, incomplete and therefore not readily statistically accessible standardization on one hand, and statistical analysis of few traits manually extracted from the literature on the other.
This number of patients was planned using a design based on the assumptions that the median survival time in conventional chemoradiotherapy was 10 months, expected median survival time was 14 months, type I error was 5% (one-tailed) and statistical power was 70%.
In the first place, in a universe that is ultimately social, natural laws must be of the like of economic or anthropological laws; as such, they hold for groups of monads rather than for individual ones and are statistical generalizations rather than eternally fixed decrees.
The reliability of meta-analyses might be improved by having more detailed review protocols, more than one observer, and statistical expertise.
In vivo, each subject only received one treatment, and statistical analysis of the in vivo data has to be done in a longitudinal fashion as pairwise longitudinal comparisons between before and after treatment in each subject.
Therefore, the indicator for association may not be the best one, and additional statistical approaches for GWA study are needed; iv) The large (∼40 Kb) average interval and uneven SNPs distributions of the current porcine 60 K BeadChip may be major limitations for haplotype blocks analyses and fine mapping [49], and a higher density SNP panel is worthy of being developed.
Many of these improvements require advanced skills in the application of nuclear magnetic resonance and mass spectrometry techniques on the one hand and computational and statistical experience on the other hand.
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