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Here, the discrete-time memristive neural networks are recast into a tractable model by defining a series of state-dependent switched signals and the calculation cost is reduced effectively when dealing with the connection weights by a robust analysis method.
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Here we readdress this issue in human term placenta by performing a robust analysis of allele-specific expression of 22 X-linked genes, including XIST, using 27 SNPs in transcribed regions.
The time taken for a standard regression analysis and a robust analysis by maximizing test statistics over genetic models are in fact not very much different.
The protocol describes a comprehensive approach to implement echocardiographic screening in a high prevalence region as recommended by the WHO and outlines a robust analysis plan to investigate clinical outcome with secondary prevention for subclinical RHD.
The structural characteristics, such as pore size, overall porosity, pore interconnectivity, and scaffold percolative efficiency (SPE), were simulated by a robust image analysis.
By combining the two methods, a more robust analysis of the thermal behavior was achieved.
In such background, this paper presents a holistic passive design approach by incorporating a robust sensitivity analysis to an efficient multi-objective optimization process to assess a typical high-rise residential building in hot and humid regions like Hong Kong.
Rest2009 software package [ 48] was used to evaluate the data by providing a robust statistical analysis (p < 0.05).
Rest2009 software package [ 126] was used to evaluate the data by providing a robust statistical analysis (Additional file 2: Figure S1).
We tried to minimize this bias by using a robust statistical analysis with bootstrapping and Monte Carlo replications in order to discard the presence of model overfitting; nevertheless, an independent validation of our results on other settings should be performed.
By performing a robust regression analysis in patients with diabetes, we saw a significant positive association of hs-CRP with Indian ethnicity (P < 0.001), female sex (P = 0.02), BMI (P < 0.001), and a negative association with the use of metformin (P = 0.002) (Supplementary Table 3).
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