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The section 'Robust estimation of the coefficients by iterative weighting methods' presents the robust modification of the response surface by an iterative weighting procedure.
A Robust modification of the IC algorithm (RIC) is used in this paper; this improves its stability by introducing a predetermined relaxation parameter ω (0 ≤ ω ≤ 1).
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In the secondary screens, where double the amount of individual cDNA clones were transfected compared to the primary screen, a more robust modification of p53 and/or Mdm2 protein levels were indeed seen.
We used a robust modification of K-means clustering [3] to group these 1,282 transcripts into 11 discrete and stable clusters (Figure 2) (Table S1).
Treatment of TRIM5αhu-expressing CrFK cells with MG132 also revealed robust HMW modification of the TRIM5αhu mutant (Supplementary Fig S8C), suggesting that additional TRIM5α lysine residues are able to accept Ub in cells.
The shape of the curve is robust to modifications of the default parameters even when different smoothing kernels were used.
This analysis shows that the model is robust to modifications of the weights of the reactions within a dynamic range of 100, that reflects most biological situations.
Our results show that the model is robust to modifications of the weights when the coefficient k ranges from 0.1 to 10. See Additional file 2 for more details.
To hide data robust to modification of audio amplitude, the watermark is embedded in the DWT domain using the relative relationships among different groups of the DWT coefficients.
In the case of robust self-healing ECC, modification of the fiber/matrix interface from that of ECC M45 was attained by the inclusion of high volume of fly ash that tended to preferentially agglomerate around the fiber/matrix interface and thus lowered the chemical bond G d while increasing the frictional bond τ o.
It has already been shown in [10] that pixel-wise modification of the robust operator MAD can lead to a significant reduction of complexity with negligible degradation of the estimator's performance.
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