Sentences with phrase «generalized linear model»

Almost all statistical tests for comparing control vs condition style experiments (differential expression) use generalized linear models assuming count data with these kinds of distributions.

Two questions (7 and 6d) were excluded from the factor analysis due to low communality values, and these were also analysed separately using generalized linear model with binomial error distribution.

Multivariate repeated measures generalized linear models estimated mean number of teeth with moderate - to - severe disease at each examination by coffee intake level.

We matched 8,095 dual credit participants to an equal number of nonparticipants within the same high school at the point of postsecondary enrollment using propensity scores calculated through a two - level hierarchical generalized linear model with college type as a post treatment adjustment.

To assess whether excluding poorly known species biases diversity patterns, we build a multilevel generalized linear model (MLGLM)[32] incorporating all 2069 species with at least 2 specimens.

Univariate generalized linear models were used to determine the estimated marginal means of the PedsQL scales and subscales adjusting for the child's age, sex, maternal education, and disadvantage index as covariates.

Hierarchical generalized linear modeling was applied to examine 5,156 adolescents from the child sample of the 1979 National Longitudinal Survey of Youth.

They then factored in the type of land at the surveyed points through linear and generalized linear models to examine the usefulness and limitations of bryophytes as a bioindicator.

The possible association of personality traits with TC behaviour was investigated using a generalized linear model with a binomial error distribution (PROC GENMOD) in SAS.

The effects of the mother's quality of care, possible complications in birth, and age in weeks when separated from the mother were estimated using a generalized linear model with a binomial error structure in PROC GENMOD (SAS version 9.2).

Questions 9 — 11 were analysed in a separate analysis using a generalized linear model with a binomial error distribution.

The effect of maternal care and age of separation (from the mother) on TC was also evaluated using a generalized linear model with a binomial distribution.

First, TCindex was used as a response variable using a generalized linear model with either Poisson error or negative binomial structure in PROC GENMOD (SAS version 9.2)-- in this analysis all individuals were included (TCindex 0 — 12).

Second, a case - control setup was used to compare differences between the most severe tail chasers (TCindex5 — 12) and the controls (TCindex = 0) using a generalized linear model with a binomial distribution (logistic regression).

In this analysis, dietary supplements (x21, 185 = 11.32, p < 0.001), the amount of conspecifics at home (x21, 185 = 9.63, p = 0.002) and sterilization (x21, 185 = 6.05, p = 0.014) were the only TC - associated factors (generalized linear model, binomial distribution).

The data was analyzed using generalized linear models and generalized estimating equations, which are specifically used to address the multilevel design of data in which schools with participating schoolchildren were randomized (rather than individual participants).

The data was analyzed using an intent - to - treat approach with generalized linear models and generalized estimating equations.

This study investigated the role of parental Autism spectrum disorder (ASD), attention - deficit / hyperactivity disorder (ADHD), and depressive symptoms on parenting stress in 174 families with children with ASD and / or ADHD, using generalized linear models and structural equation models.

Generalized linear models were used to assess associations between SED, biomarkers levels and psychopathology.