The canonical link function is that function which transforms the mean to a canonical location parameter of the exponential dispersion family member。 一个模型对应的Link function可能有多个,如二项分布对应的link function可以是probit或者logit,都可以将(0,1)范围内的概率转换至线性组合的范围,使g(μ)∈(-...
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K Lee, SK Tak, JC Yee, A data driven sparse GLM for fMRI analysis using sparse dictionary learning and MDL criterion. IEEE Trans. Med. Imaging. 30:, 1176–1089 (2011). Article Google Scholar A Aïssa-El-Bey, A-K Seghouane, in IEEE International Conference on Acoustics, Speech and...
(HR-ASD-No). High-likelihood infants with neither autism nor language delay (HR-Neg-No) and low-likelihood (LR) infants had higher CBR than HR-ASD-No infants. Asterisks indicate significance in Tukey-corrected pairwise comparisons from a GLM controlling for site, sex, and maternal education,...
(GLM) or loess functions, and contour plots. To plot and test the Rao functional diversity measure39,40in ordination space, we used generalized additive models (GAM). For model assessment and validation, we used adjusted explained variation andp-values adjusted by false discovery rate (FDR) to...
Applying different combinations of parameters to the mouse MEF RNA-Seq data, we suggest a General Linear Model (GLM) for both Tg and Dtt treated experiments. We also ran RSR for a human ENCODE RNA-Seq dataset and identified 32,597 spliced regions for regular chromosomes. TopHat (Trapnell ...