Sentence examples for unbiased mean from inspiring English sources
We expected that both methods would lead to unbiased mean estimates and regression coefficients.
The asymptotic unbiased mean square average consensus and asymptotic unbiased almost sure average consensus were obtained.
Secondly, for the cases with measurement noises, necessary and sufficient conditions are given on the consensus gains to achieve asymptotic unbiased mean square average-consensus.
The containment tracking results are obtained in the asymptotic unbiased mean square sense and with bounded error in mean square sense for general linear case and nonlinear case respectively.
In [19], the authors showed that a necessary and sufficient condition for asymptotically unbiased mean square average consensus is that the consensus gains satisfy the step rule similar to that of classical stochastic approximation.
When the model coefficients were applied to the validation data set, the model was unbiased (mean residual = −0.01), the residuals appeared to be homoscedastic and normally distributed, and the MAE was 2.669.
While powerful genetic engineering tools in the mouse have contributed significantly our understanding of craniofacial development and dysmorphology, forward genetic approaches provide an unbiased means to identify new genes and pathways.
To explain and underscore the use of principal component analysis in clinical biomechanics as an expedient, unbiased means for reducing high-dimensional data sets to a small number of modes or structures, as well as for teasing apart structural (invariant) and variable components in such data sets.
Computer simulations provide an unbiased means to assess and compare the performance of the DO and DS methods across a range of realistic scenarios.
Beyond modifier identification, the use of genetic selection systems to identify modifier-resistant channels has been shown to provide a facile and unbiased means to identify residues that are likely to be involved in the mechanism of action [9], [10].
NGS provides powerful, unbiased means for identifying all mutations in an organism in a single sequencing run, but usually requires an a-priori sequenced reference genome to allow template-mediated assembly.
