Sentence examples for procedures that estimate from inspiring English sources

Procedures that estimate the generalization error of a signature are called "error estimators".

Unfortunately the effect of spot-localized contaminant emission cannot be corrected in commercial scanner microarray data using standard background correction procedures that estimate background signal for a spot from the signal around the spot and thus it leads to errors in the calculated expression ratios (R/G).

The composite signal of the two sources is separated by applying a soft mask, generated by an estimation-maximization (EM) procedure that estimates the contribution of each source at each time-frequency bin.

This hypothesis has been tested using bootstraping [ 29, 30], which is a resampling procedure that estimates the properties of an estimator (such as its variance) by sampling from an approximating empirical distribution.

A procedure that estimates penetration into the ship bottom based on knowledge of the resistance versus penetration relationship is also presented.

We also present an observation-based dead reckoning procedure that estimates vehicle motion in place of odometry and does not require a kinematic vehicle model.

To handle any type of data structure, the detection step is performed by a nonparametric bootstrapping procedure that estimates a probability distribution, according to which the existence of process shifts is determined.

Once the SNR and the number of observed cycles of the analysed signal are known or estimated, the knowledge of this threshold enables the definition of an algorithm, called IpDTFT-IR/NR procedure, that estimates the sine-wave frequency by using the most accurate of the two procedures above.

The two approaches include: 1) a scene-based internal calibration (TSEB-IC) procedure that estimates air temperature over a well-watered and fully vegetated pixel in the LST image, and 2) a disaggregation scheme (DisALEXI) that uses air temperature estimates from a time-differential coupled TSEB-atmospheric boundary layer model of atmosphere land exchange (ALEXI).

He further acknowledges that any procedure that estimates the probability to be the relative frequency, plus any quantity that keeps the estimate between 0 and 1 and that itself converges to 0, will also converge to the limiting frequency if such exists.

It is an iterative procedure that estimates probability distribution by perturbing the previous probability distribution with the successive measurement (Sali, 1991; Sippl, 1990).