Sentence examples for maximum conditional likelihood from inspiring English sources

Class assignment is based on maximum conditional likelihood.

Likelihood-based methods, where the maximum likelihood or maximum conditional likelihood principle is used to estimate the parameters of the model (e.g. Do et al., 2006); and Large-margin methods, where the model parameters are estimated to maximize the margin between the score of the true structure and the second best structure.

To estimate the parameter vector λ, we use a Regularized Maximum Conditional Log Likelihood method as (1) λ M L = arg max λ ln (p y | x ; λ That is (2) λ M L = arg max λ ∑ t = 1 L λ k f k - ln Z (x ) - λ 2 2 σ 2 where Z (x ) = ∑ y ′ exp ∑ t = 1 L ∑ k = 1 K λ k f k y t ′, y t - 1 ′, x is the partition function and || || is the L-2 norm.

For comparison, we calculated the likelihood-based estimate that averages the conditional maximum likelihood estimate adjusting for α = 0.05 and the mean of the normalized conditional likelihood estimate proposed by Ghosh et al. (2008).

Conditional likelihood ratio.

where represents conditional likelihood, normalized between.

Conditional maximum likelihood estimation methods will be used to obtain stable item parameters.

Conditional maximum likelihood estimate ORs with exact 95% CIs and two-tailed probability of error were obtained using the LogXact statistical package (Mehta and Patel 2002).

Conditional likelihoods generalize the restricted maximum likelihood estimation for a discrete response by conditioning on the sum of the read counts per class and improve the statistical properties of dispersion estimates.

For simple, pair-wise comparisons between phenotypes, the Negative Binomial parameters are estimated by conditional maximum likelihood and quantile-adjusted conditional maximum likelihood [ 26, 37], and then an exact test (similar to Fisher's exact test) is carried out to generate p values for individual genes.

edgeR estimates the genewise dispersions by conditional maximum likelihood, conditioning on the total count for that gene (Smyth and Verbyla, 1996).