Sentence examples for generalized linear model with logit link from inspiring English sources

The predicted utility score was estimated using estimates from a generalized linear model with logit link and binomial distribution for the error term and assuming scenarios where all treatment alternatives required 0, 4, and 8 transfusions per month, respectively.

*Estimated by generalized linear model with logit link and binomial distribution after adjusting for age, education, and place of residence (rural or urban).

Primary data of HIV Sentinel Surveillance was analyzed to calculate HIV prevalence reductions in each successive year taking 2001 as reference year according to the quartiles of TI intensity districts using generalized linear model with logit link and binomial distribution after adjusting for age, education, and place of residence (urban or rural).

For both the AS and FS surveys, a generalized linear model with logit link was applied using Stata Stata Corporation Ltdd). to model the number of holdings u i sampled during 2002 2005 in each county i containing w i holdings, as a binomially distributed variable related to the three measures of sheep density.

Asterisks indicate significant (* P < 0.05) selection, as determined by a generalized linear model with a logit link function and survival (0 or 1) as the response variable.

Asterisks indicate significant (* P < 0.05, ***P < 0.005) selection, as determined by a generalized linear model with a logit link function and survival (0 or 1) as the response variable.

Since the outcome variables are binary data, and the data of some subjects might have been repeatedly calculated during the observed period, we applied a generalized linear model with a logit link function and binomial distribution to conduct the analysis.

We then fit the following model using the generalized linear model with the logit link function in the R programming language: (11) Duplication ∼ log(Degree Centrality) + Duplicated Neighbors + log(Degree Centrality) : Duplicated Neighbors The response was coded as 0 or 1, corresponding to absence or presence of a duplicate paralog from the given WGD, respectively.

The marginal effects of various caregiver and patient characteristics on absenteeism, presenteeism, and overall work restriction were estimated using generalized linear models with a logit link function and binomial distribution family (commonly referred to as "fractional logit" models).

The first COCA strategy described in the previous paragraph is quite general in the sense that the regression model E(Z|A, C, Y can be estimated using any appropriate regression approach, including any generalized linear model with appropriate link function, say, the logit link or the log link for binary or count Z, respectively.

This leads to using a generalized linear model with a probit link function [ 23].