(2015). Functional additive mixed models. Journal of Compu- tational and Graphical Statistics 24, 477-501.Scheipl, F., Staicu, A-M, Greven, S. (2014), "Functional Additive Mixed Models," Journal of Computational and Graphical Statistics, to appear....
We propose a comprehensive framework for additive regression models fornon-Gaussian functional responses, allowing for multiple (partially) nested orcrossed functional random effects with flexible correlation structures for,e.g., spatial, temporal, or longitudinal functional data as well as linear andnonli...
In this paper, we investigate the environmental Kuznets curve hypothesis using a flexible approach from additive mixed models. Such models are well-suited to handle nonlinear covariate effects flexibly and to simultaneously deal with temporal error structure. We consider the following countries: Australia...
Functional dataLocal linear smoothingOracle propertySmooth backfittingThe additive model is an effective dimension-reduction approach that also provides flexibility ... Byeong U. Park,Jane-Ling Wang,Xiaoke Zhang 被引量: 31发表: 0年 Functional linear mixed models for irregularly or sparsely sampled data...
Functional Additive Mixed Models We propose an extensive framework for additive regression models for correlated functional responses, allowing for multiple partially nested or crossed fun... Fabian,Scheipl,Ana-Maria,... - 《Journal of Computational & Graphical Statistics》 被引量: 128发表: 2015年 ...
Semiparametric Regression of Multidimensional Genetic Pathway Data: Least-Squares Kernel Machines and Linear Mixed Models. Biometrics 2007, 63, 1079–1088. [Google Scholar] [CrossRef] [PubMed] [Green Version] Wood, S.N. Generalized Additive Models: An Introduction with R; Chapman and Hall: ...
Logistical regression models were computed using PLINK to test for single marker SNP-Sjögren’s association in the post-imputation PI1 dataset85. The additive genetic model was calculated for the 22 autosomal chromosomes, while adjusting for the first four principal components. PC1-PC4 accounted ...
recently been directly compared to multi-conformer ensemble models from X-ray diffraction9,32. Taken together, these methodological advances have set the stage to approach modeling non-equilibrium experiments using simulation. In order to simulate the EFX experiment, the protein crystal must fully ...
These models used only within-person variation over time in functional status to estimate the impact of severe sepsis, and thereby control for all characteristics of the patient that did not change over time— in essence, patients served as their own controls.26 Specifically, we constructed latent...
While cells can rapidly replace their lipid bilayer compositions, molecular models and simulations experience fixed stoichiometry. However, in silico simulated lipid molecules sample biophysical properties for direct modulation of membrane protein activity. Hindered transport of the open SoPIP2;1 in the ...