Sentence examples for by fitting a restricted from inspiring English sources

We then assessed age-related heterogeneity for the time-varying covariate, erythrocyte membrane n-3 FA levels, by fitting a restricted cubic spline model.

Measurement error from breast density was assessed by fitting a linear mixed-effects model by restricted maximum likelihood and corresponding intraclass correlation coefficient [ 26].

Data were analyzed by fitting a linear mixed model using the restricted maximum likelihood method (REML) provided in Genstat, release 10 [ 24].

We first checked linearity of these two variables by fitting a Cox proportional hazard regression model with restricted cubic splines, and H : I demonstrated significant nonlinearity.

Latitudinal trends in the degree of melanism in adults caught from the wild were tested by fitting a linear mixed model using the lmer function of the lme4 package in R. The lmer function used restricted maximum likelihood (REML) approach.

Using plots created by fitting restricted cubic regression splines that allow a wide range of non-linear effects to be estimated [ 15], we visually inspected the shape of the relationship between blood glucose (continuous scale) and both stroke and all-cause mortality.

Since some of the area means did not have a variance (when they came from only one observation), we examined the effect of missing variances by fitting another model restricted to data sets that had non-missing variances.

Linearity assumptions of the ordinal and continuous variables were relaxed by fitting the model using restricted cubic splines.

61 Sensitivity analyses were performed in two ways: to determine the robustness of meta-analysis results to the removal of studies, 62 and by fitting linear mixed models restricted to the five trials for which individual patient data were available.

Drugs often function by fitting in a protein like a hand fits in a glove.

To detect QTL we performed a genome scan using a linear mixed model fitted by restricted maximum likelihood (REML) with locus a, locus d and locus i as fixed class variables [ 9] and family as a random effect variable to control for the background influences of other loci and shared environmental effects.