Sentence examples for based on generalized linear from inspiring English sources

This model-based approach to CART is based on generalized linear models [ 24] and is implemented in the function mob of the package PARTY.

The algorithm is based on generalized linear algebraic methods, and it adopts matrix inner products and pseudoinverse operations.

To do so, we adopted a spatial approach based on generalized linear models (GLM) that allowed us to identify the catchment features influencing the EBI values, and to produce a map of expected water quality in the region.

Factorial Analysis of Variance based on Generalized Linear Models was used to dissect the total variability of produced estimates and to determine which factors explained most of the variability in the projected C pools and fluxes.

In the circumstances of this study, the results suggest that default chained equations approaches based on generalized linear models are dominated by the default regression tree and Bayesian mixture model approaches.

After translating the log-transformed coefficients based on generalized linear regressions, we found even though patients receiving antimigraine medications showed increased migraine-related health care costs by 86%, all-cause medical costs and total health care costs were reduced significantly by 42 and 26%, respectively, when all the other covariates remained constant.

Estimations of the additive hazard model are based either on generalized linear models 10, 31 or on likelihood estimation.

Using the notation introduced above, we now describe three analytical and computational approaches that can be used to construct confidence intervals for ratio parameters, namely: (1) Delta method (2) Fieller's method and (3) profile-likelihood based interval on generalized linear model (GLM) technique.

In this article, we propose a flexible and powerful generalized admixture mapping approach, which is based on the generalized linear model and is able to incorporate admixture prior information by using the quadratic normal moment prior and to adjust for covariates.

Journal of the Royal Statistical Society B 26, 211 252], the other is based on double generalized linear models.

The criticality validation study was performed employing a sensitivity/uncertainty technique based on the generalized linear least squares method.