Sentence examples for use a generalised linear from inspiring English sources

For dichotomous variables, we will use a generalised linear mixed model, which extends the standard logistic regression model to account for the clustered data.

Modelling cancer incidence rates We use a generalised linear model applied to the numbers of cancers and population to estimate the rates of cancer by age and year of diagnosis (and hence year of birth too).

Curves were estimated using a generalised linear model (glm) with a binomial distribution and a "probit" link function.

The relationship between community level (asexual parasite) PCR prevalence and the proportion of patent and subpatent individuals with PCR-detectable gametocytes as assessed using a generalised linear mixed effects model with asexual parasite prevalence as a fixed effect and study as a random effect.

The outputs from models fitted using a Generalised Linear Model approach were then incorporated into an individual-based simulation model of plant spread to investigate the invasion potential in different habitats using a factorial design of treatments.

Log linear analysis uses a generalised linear model, which estimates the cell counts of a Table, using different combinations of the margins.

We attempted to re-estimate the equation using the patient level data from Study 1033, using a generalised linear model in R to map the EQ-5D-3 L utility to the PAC-QOL overall score.

The detached needle assay was analysed using a generalised linear mixed model (GLMM) with binomial errors (R-package lme4) testing for differences in the proportion of needle lesions between the uninoculated control and the samples inoculated with 3 isolates of Phytophthora pluvialis.

Pooled data used a generalised linear model with Poisson distribution and overdispersion parameter (JMP7 software, e-academy Inc).

We then determined the proportion of the carapace that was coloured and examined its relationship with carapace size and sex using a generalised linear model.

The effects of pollinator exclusion on pollination success were analysed using a generalised linear model with log-transformed calyx diameter and mesh bag treatment as fixed explanatory variables.