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Analyses used hierarchical linear modeling.
Beckmann, C. F., Jenkinson, M. & Smith, S. M. General multilevel linear modeling for group analysis in FMRI.
STUDY DESIGN: Retrospective propensity score matched cohort study with multivariable generalized linear modeling.
Hierarchical linear modeling tested concurrent and lagged (3 hours later) relationships.
These differences remained statistically significant after correction for sex and CPD and duration of smoking using linear modeling.
Limma [ 9] is based on linear modeling.
Five response variables were analyzed by using generalized linear modeling.
Second, intervention efficacy will be established with hierarchical linear modeling.
Except when otherwise stated, data were analyzed by linear modeling, or, in the case of binomial response variables, by generalized linear modeling.
In addition to the non-linear modeling of SNP effect based on kernel methods, linear modeling approaches directly combine the original genotypes to summary statistics as combined signals.
The glmnet implementation of lasso regression [ 45, 46] was used for generalized linear modeling.
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