Sentence examples for estimate the elements of from inspiring English sources

With the lasso penalization term in Equation (4) a soft-thresholding estimator (Tibshirani, 1996) can be derived to estimate the elements of v ˜ ^ : (5) v ˜ ^ i = sign { (X u ) i } (| (X u ) i | − λ ) +.

To decode, the reader uses CS to estimate the elements of vector z ′.

The reader uses a CS-decoding scheme to estimate the elements of vector z.

In this subsection, we focus on the process of doppler dimension in order to estimate the elements of range-Doppler plane X.

In order to estimate the elements of H, at least 4 pairs of corresponding image points are required with no 3 points collinear.

We estimate the elements of Q s from the data employing a reversible-jump Markov chain Monte Carlo (RJ-MCMC) procedure described elsewhere [ 16] that allows the large number of potential parameters to be reduced to a potentially far smaller set of statistically distinct parameters, and without loss of statistical accuracy or prior knowledge on the part of investigators.

For differing applications, the inter-individual relationships may be estimated, rather than assumed to be known, and methodology is available for estimating the elements of this correlation matrix, A. In these instances, it will not have the properties that allow A -1 to be an easily formed sparse matrix and this will limit the population size to which this empirical A matrix can be applied.

We entered the patients' age, sex, height, and weight, and these were used to estimate the three elements of the aortic impedance model (based on population averages) (24).

A more extensive description of the sources used to estimate each of the elements of the model is shown in Table 1.

In particular, we generalize various estimates of the elements of the inverse matrices.

That is, they provide the estimates of the elements of the mean vector μ (Table  1) and covariance matrix ∑ (Table  2) corresponding to the variability of the POR during fixations (i.e., excluding outliers that are classified as candidate saccades), estimated with the MCD procedure.