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Finally, the improved radar-based prediction and updated NWP rainfall considering bias correction are blended dynamically with changing weight functions, which are computed from the expected skill of each radar prediction and updated NWP rainfall.
Considering bias, variance and mean square error criteria of estimates of parameters and quantiles, it is concluded that in general for the values of the shape parameter considered: −0.1, −0.3, and −0.5 and 0.1, 0.3 and 0.5, the sample sizes analyzed: 9 ⩽ N ⩽ 99 and non-exceedance probabilities: 0.01 ⩽ Π x) ⩽ 0.10, the ML method performed better than the other five.
The final interpretation should measure effect size and precision separately, while considering bias and even correcting for it [ 7].
Considering bias across studies, we feel that a publication bias seems unlikely since both negative and positive outcomes in studies on accumulation have news value, and we included two abstracts of unpublished data.
The timing of data collection (considering bias and confounding factors) and the reasons for non-participation of eligible participants are likewise methodological challenges, e.g. recommended flow charts could aid the information.
Numerous computational analyses have identified privileged substructures abundant in bioactive compounds (Bemis and Murcko, 1996; Lewell et al., 1998; Nilsson et al., 2001; Sheridan, 2003; Wagener and van Geerestein, 2000), without considering bias towards some substructures in compound library construction.
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Our results show that all these factors need to be carefully determined and reported when considering biased agonism.
Considering biases that may have been operating in most studies, the risk estimates are rather too low, although recall bias could have increased risk estimates.
His website seized on what he considered bias in the coverage by CNN and other outlets.
All mathematicians and machine learning engineers should consider bias to some degree, but that degree varies from instance to instance.
The considered bias values are selected considering the results in [31] and also based on our extensive simulation studies.
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