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Despite PRISM, most of the distributed video coding schemes that focus on error resilience try to increase the robustness of standard encoded video by adding redundant information encoded according to distributed video coding principles.
This paper draws together some important recent results which are designed to improve: (a) the robustness of standard score tests; and (b) the reliability of the asymptotic approximations used for inferential purposes.
They are useful to verify the robustness of standard approximations for parameter uncertainty in parametric models.
Multiple models that examined the effect of AZT MDA on prevalent malaria were fit to control for confounding by other drivers of malaria prevalence and to address the robustness of standard errors to potential spatial residual autocorrelation.
Within-amplicon recombination rate of gene fragments was estimated by LDhat v2.1 [ 52]; most-likely values of rho and their confidence interval (i.e. the interval of values with a ΔLOD no larger than 3 from the most likely value) were used to test the robustness of standard neutral equilibrium statistics (see Results) to variations of rho.
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We present sample computations which indicate lack of robustness of all standard residual estimators with respect to high orthotropy.
Similar to the investigations on sensitivity, we notice varying robustness for the parameterized filters (also concerning the relation to the robustness of the "standard" JPEG2000 filter) and inconsistent results for the different decomposition levels.
Both studies have shown that incorporation of codon usage differences reduces the robustness of the standard code.
Subsequent analyses have yielded even higher estimates of the robustness of the standard code to translation errors [ 21- 23].
In most of the previous studies on the robustness of the standard code [ 12, 22- 244 45] 45], this algorithm was used to generate random alternative codes, sometimes, with modifications to prohibit particular permutations; however, analyses of random code generated with more general algorithms, without the constraint on the block structure, also have been reported [ 13, 52, 53].
One of the key strengths of our study was that we used real records of the simulated cases to establish the reference standards, which ensured the robustness of reference standards.
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