Sentence examples for by assuming generalized linear from inspiring English sources

In this paper, we incorporate the parameter model complexity into the supersaturated design analysis process, by assuming generalized linear models for a Bernoulli response, for analyzing main effects designs and discovering simultaneously the effects that are significant.

For Y i ~ Poisson(μ i ), where μ i = λ i E i (i = 1,..., n), we assume the generalized linear model [ 47].

In the final model, each joinpoint indicates a statistically significant change in trend, and an estimated annual percentage change (EAPC) is computed for each of those trends by means of generalized linear models assuming a Poisson distribution.

To test this hypothesis for the SNP dataset, we conducted regression by implementing a generalized linear model assuming a negative binomial distribution of the number of nucleotide changes per gene in five differential expression categories: strong down-regulation, moderate down-regulation, no change, moderate up-regulation, and strong up-regulation.

We assessed the relative predictive value of the time-lagged media data streams by fitting generalized linear models to mortality counts, assuming a Poisson distribution.

Data on earthworm mortality and change in body mass during the experiment were analyzed by a generalized linear model with binomial error distribution and linear model, respectively in both cases with the type of microplastic as predictor variable.

This enables the book to handle a broader range of data types than those analyzed by traditional generalized linear models.

The genotype-phenotype correlation was performed by a generalized linear regression model.

Five response variables were analyzed by using generalized linear modeling.

Relative rates were estimated by using generalized linear models with binomial family and log link.

*Estimated by a generalized linear model for the binomial family with a log link.