Endoscopic full-thickness tissue apposition devices, such as endoscopic suturing systems, have been developed in an effort to achieve more robust and durable tissue approximation equivalent to that provided by surgical stitching.
It is indicated that the approximate Q-factor difference is more robust than the approximate independent Q-factor, and the differential training of the rollout policy can reduce the negative effect of the approximation error a lot.
It should be noted that each end of the sigmoid curve approaches 0% and 100% effects asymptotically so the MPC is an approximation, whereas the EC50 is a more robust and precise estimate.
The newly derived first derivative SBP operators lead to significantly more robust and accurate numerical approximations, compared with the exclusive usage of (previously derived central) non-dissipative first derivative SBP operators.
While such a transformation does not affect Pperm and the computation of Pecdf, it might provide a more robust and accurate estimate (and prevents P-values of zero) for the GPD approximation.
The approximation was more robust in the left ventricle than the right ventricle, where it was acceptable overall, but regions of the surface that were poorly approximated by the chosen cylinder were present.
However, our estimate for the total number of people without any sanitation facility (1.11 billion) is in agreement with the independently calculated Joint Monitoring Program 2010 estimate for open defecation (1.1 billion people) (WHO/UNICEF 2012c), which suggests that our approximations may be more robust at the global level.
The proposed ILC is more robust to noises and disturbances than the saturation approximation of the traditional sliding mode control because the control amount required to maintain the region of convergence is less.
The advantage of the new approach without need of numerical approximation of derivatives is obvious, potentially leading to a more robust numerical method.
However we have found that modelling them as independent Gaussians with variance equal to the mean (as an approximation of the Poisson), makes the inference of the inheritance pattern more robust to noise.
