Sentence examples for deviance over the from inspiring English sources

Crime and Deviance Over the Life Course: The Salience of Adult Social Bonds.

DIC is computed as the expected deviance over the posterior distribution of the model parameters plus the effective number of parameters in the model.

DIC is calculated as the expectation of the deviance over the posterior distribution (E x, θ (D θ, x ))) plus the effective number of parameters (p D), DIC = E x, θ (D θ, x )) + p D. For the class of latent Gaussian models INLA is constructed for the deviance can be expressed as D (θ, x ) = − 2 ∑ i = 1 n log   f (y i | θ, x ), where the sum is over all observations.

Combining diseases (using overall disease prevalence as the model response), led to an average six-fold increase in cross-validation predictive deviance over modeling the diseases individually.

We determined optimal settings for these parameters by examining the cv deviance over tc values 1 5, lr values of 0.05, 0.01 and 0.001, and bag fractions of 0.5 and 0.75.

The first is "normalization of deviance," the tendency over time to accept anomalies particularly risky ones as normal.

A dispersion parameter was estimated by the deviance method, because the data were over-dispersed; initial model fitting with a dispersion parameter of 1 (for binomial and poisson error structures) yielded residual deviance much larger than the residual degrees of freedom.

There was no significant change in rates over time, and the analysis of deviance indicated that the age period model was the most parsimonious APC model.

The deviance parameter in the GLZ-model was rescaled to correct for over dispersion.

In particular, adding SSR type as an explanatory factor to the null model reduces the residual deviance by over 1500, which is clearly statistically significant (p < 0.0001 when compared to a chi-squared distribution with 18 degrees of freedom).

The three model specifications were tested for over-fitting using standard goodness-of-fit criteria such as the deviance and the AIC (Akaike information criteria).