Sentence examples for estimation random from inspiring English sources
Most applications of change point models have been estimated under the strong assumption of a common change point across individuals, although using Bayesian estimation techniques (as opposed to maximum likelihood estimation) random change point models have also been considered to estimate individual change points in preclinical dementia.
In addition: (i) proficiency in R software is necessary; (ii) knowledge of basic statistical modeling and inference concepts (likelihood estimation, random variables, binomial and Poisson distributions, linear models, generalized linear models, random effects); (iii) equivalent knowledge to an undergraduate level class in population estimation.
The SAS procedure GLIMMIX was used for model fitting and estimation; random effects were normally distributed, a Dual Quasi-Newton optimization technique was used; and the estimation method was residual log pseudo-likelihood [ 24].
The precise estimation of random vibration signals (RVS) is the important guarantee for safety and stability in flight.
The temperature modified Dirlik method enables a computationally fast fatigue damage estimation of random stress loadings and temperature histories.
This chapter focuses on the return link of a multibeam satellite, and the multiuser detection techniques able to mitigate the associated interference, also considering practical impairments such as imperfect channel estimation and random attenuation due to atmospheric effects.
The class will cover the basics of programming; numerical methods for optimization and linear algebra and their application to statistical estimation, generating random variables, bootstrap, jackknife and permutation methods, Markov Chain Monte Carlo methods, Bayesian inference and computing with latent variables.
Figure 10 Estimation for random deployment topology.
Estimation by random effect (RE) probit.
Hence, ANFIS model is recommended to be used for production estimation under random uncertainties.
To speed up the estimation, a random sample of 10% (12,983 individuals) was selected.
