Sentence examples for by introducing generalized linear from inspiring English sources

Results: We have updated maSigPro to support RNA-seq time series analysis by introducing generalized linear models in the algorithm to support the modeling of count data while maintaining the traditional functionalities of the package.

Nelder and Wedderburn (1972) introduced generalized linear models, a major departure from the usual approach to non-normal data.

By introducing a generalized Lyapunov equation, this paper develops a design procedure for constructing the CNF control law for linear singular systems with input saturation.

By introducing a generalized vorticity-stream formulation, the divergence free constraints are automatically satisfied.

Beta regression has recently been expanded to deal with longitudinal data by introducing a beta-distributed generalized linear mixed model (GLMM) [ 16, 17].

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 creep feature could be well represented by a generalized linear viscoelastic model.

Traditionally, such designs can be analyzed by the generalized linear mixed models (GLMMs).

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.