Sentence examples for model assumptions we from inspiring English sources

After checking model assumptions, we calculated corrected AIC values (cAIC) to select the best fitting model (lowest cAIC).

To confirm the proportional hazards model assumptions, we tested for martingale residuals for study exposure and the two baseline adjusted variables (azathioprine use and corticosteroid use).

Furthermore, by considering multiple variations in model assumptions, we have demonstrated that a clearer result of trustworthy model predictions can be found.

After testing model assumptions, we first used linear regression to examine the association of prepregancy BMI and gestational weeks at delivery as a continuous variable.

To assess the effect of uncertainty in model assumptions, we conducted a series of sensitivity analyses that tested a reasonable range of all parameters in the Markov model for a representative 80-year-old (Table  2).

If the BLUPS did not meet these model assumptions, we compared models with and without the random intercept(s) using AIC and BIC to confirm that the addition of these terms improved the model fit.

When the data satisfies the model assumption, we can expect the corresponding technique to perform well.

Because models of sequence evolution rely on the infinite site model assumption, we discarded saturated branches, i.e. branches likely bearing sites with multiple substitutions, where dS value could not be estimated by paml.

To ensure that our estimates were not sensitive to modeling assumptions, we also estimated excess deaths by using an alternative approach to calculate background deaths.

Note that while we cannot justify including this outlier site in our formal statistical tests because it is inconsistent with the model assumptions, when we included the outlier in the analysis (the invalidity of the inferences notwithstanding), the primary conclusions remained essentially the same.

Given that some visual suggestion of potential violations of the linear model assumptions existed, we also produced bootstrapped confidence intervals for the between group differences for each outcome measure.