Sentence examples for breakdown point from inspiring English sources
noun
The number or proportion of arbitrarily large or small extreme values that must be introduced into a batch or sample to cause the estimator to yield an arbitrarily large result.
We use this measure as a basis for deriving the asymptotic breakdown point of the estimator.
Algorithm efficiency, robustness, breakdown point, limitations, advantages, etc. are compared and analysed.
The fast convergence and high breakdown point of HBM make this estimator an outstanding choice for segmentation of multi-structured data.
Results indicate that the breakdown point is dominated by liquid temperature, with a second order dependence on mass flow rate through the LAD.
We propose two types of estimates: one is a weighted L1 estimate, and the other a combination of M and S estimates, which attains the maximum breakdown point.
Technological and electrical 2D simulations have been carried out to monitor the dependence on each parameter and to determine the location of the breakdown point.
In the first version of this class, we followed litigants through their court journeys and interviewed professionals to identify key opportunities and breakdown points.
We determine sample breakdown points of FUNTA and compare its performance with respect to outlier detection in simulation studies and a real data example.
These results are in particular applied to logistic regression and log-linear models where upper bounds for the breakdown points are also derived.
Lower bounds for breakdown points of trimmed likelihood (TL) estimators in a general setup are expressed by the fullness parameter of Vandev (Statist. Probab. Lett. 16 (1993) 117) and results of Vandev and Neykov (Statistics 32 (1998) 111) are extended.
Unlike the MLEs, these estimators have simple closed-form expressions with higher breakdown points.
