Sentence examples for based on maximum likelihood estimation from inspiring English sources

(2) Clutter amplitude of each ambiguous range is estimated for all training samples based on maximum likelihood estimation (MLE) and the estimated clutter DOFs.

We describe a parametric model to realize acoustic reverberation, and a statistical framework based on maximum likelihood estimation is used to estimate the model parameters.

With LCA, the probabilities of class membership as well as the probabilities of item response (conditional on class membership) are estimated based on maximum likelihood estimation (Lanza et al. 2007).

Although the latter are usually based on maximum likelihood estimation, the conditional mean models use non-linear least squares or quasi-maximum likelihood estimators.

Such a tool is developed in this study for estimating the bounds using the Weibull distribution based on maximum likelihood estimation.

This robustness is compared with that of the detection method based on maximum likelihood estimation.

QTL detection was carried out with the QTLMap software [ 27] using a half-sib model [ 28, 29] with interval mapping based on maximum likelihood estimations [ 30].

Given the indication from our analysis (Table 2) that the different imputations can give important differences in the estimated slope, we conducted a multiple imputation approach based on maximum-likelihood estimation to assign values for CO that were below the limit of detection.

Based on maximum-likelihood estimation, a technique using two omnidirectional passive sensors for the detection and estimation of a target in the presence of false measurements was developed [19], where the target motion parameters are obtained by directly maximizing a joint-likelihood function.

Analysis of covariance matrix structures was conducted with Lisrel 8.8 (Scientific Software International Inc., Lincolnwood, IL) and solutions were generated based on maximum-likelihood estimation.

Tedik and Kurt have presented a system that utilizes DF relaying based on maximum likelihood (ML) estimation of the XOR function for binary pulse shift keying (BPSK) [33].