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Instead of deviance, we use robust quasi deviance (Cantoni 2004) as a measure of discrepancy of the fitted GLM.
Root Mean Square Error of Approximation (RMSEA) is often used as a measure of discrepancy per degree of freedom.
Although KL divergence does provide a measure of discrepancy between two distributions, it is not a true metric, for example it is not symmetric.
The robust measure of discrepancy between a nested model M α and the full model (Cantoni and Ronchetti 2001) is Lambda_{QM} = D_{QM} left( {varvec{y},widehat{varvec{mu}}_{varvec{alpha}} } right) - D_{QM} left( {varvec{y},widehat{varvec{mu}}} right), (13 where, (widehat{varvec{mu}}_{varvec{alpha}}) and (widehat{varvec{mu}}) are robust estimators of μ α and μ respectively.
RMSEA is one of absolute fit indices and a measure of discrepancy between the observed and model implied covariance matrices adjusted for degrees of freedom.
Model calibration was assessed with the Hosmer-Lemeshow goodness-of-fit χ statistic, a measure of discrepancy describing how well the predicted probabilities fit observed outcomes.
Similar(52)
It was possible also to solve for the error of prediction (see 5)—that is, a measure of the discrepancy between the value predicted and the true value of the series that would occur at time k in the future.
Often the grid refinement criterion is based on an estimate of the truncation error in each control volume, because the truncation error is a natural measure of the discrepancy between the algebraic finite-volume equations and the original differential equations.
The cost function, which is a measure of the discrepancy between the trial and measured resonance frequencies for a number of vibrational modes, is constructed and then minimized by the Levenberg Marquardt optimization algorithm in order to recover the sought-for moduli.
The stretch factor gives a measure of the discrepancy between the physical hops traversed during resource lookup and those that would have been traveled going directly to the final destination using minimum hop count routing.
Deviance is a measure of the discrepancy between observed and fitted values [ 33].
More suggestions(15)
measure of imbalance
measure of incompatibility
measure of variation
measure of divergence
measure of variance
measure of inconsistency
measure of abnormality
measure of mismatch
measure of differential
measure of polarity
measure of irregularity
measure of variability
measure of deviations
measure of inequality
measure of conflict
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