Sentence examples for scale estimate from inspiring English sources

An analysis of MM-estimators leads to the development of a new scale estimate, the Design Adaptive Scale Estimate, and to an extension of the MM-estimate, the SMDM-estimate, as well as a suitable ψ-function.

The factor 1.4826 makes the MAD scale estimate an unbiased estimate of the standard deviation for Gaussian data.

where m k is the median value from the moving data window and S k is the MAD scale estimate, defined as: S_{k} = 1.4826 times text{median}_{j in [-K,K]} { |x_{k-j} - m_{k}| }. (4).

This determination is based on a threshold parameter t chosen by the user and the MAD scale estimate for the moving window, and the filter reduces to the standard median filter if t=0.

The median and MAD scale estimate can then be computed from these (2K+1)2 pixel intensities exactly as in the one-dimensional case, and the same logic applied as before: if the central point in the data window lies more than t times the MAD scale estimate from the median value, the filter's output is the median value; otherwise, the filter's output is the unmodified central value.

For linear regression under M-estimation, robustness may be achieved by incorporation in the estimation of objective functions Q(r) (Andersen, 2008) that downweight large positive and large negative standardized residuals ri = (yi − Xiβ)/s, where β is a regression parameter, and s is a scale estimate.

A shortfall of the scale estimated by Mr. Dudley would therefore cut the available surplus next year by at least half.

Using data gathered by a NASA-funded three-year study of tornadoes, Fujita's paper laid out the basis of the "F" scale: estimating the peak wind speed of a severe storm by categorizing the damage it leaves behind.

(2016) and the tsunami scale estimated by Baba et al.

Both translation and scale estimates are then achieved by maximizing this score.

The visual ability scale estimated from the 17 NEI-VFQ items is proportional to the visual ability scales estimated from two earlier studies that also elicited difficulty ratings from low-vision patients.