Rongheng Lin,Thomas A Louis,Susan M Paddock et al.
Rongheng Lin et al.
Performance evaluations of health services providers burgeons. Similarly, analyzing spatially related health information, ranking teachers and schools, and identification of differentially expressed genes are increasing in prevalence and im...
A Bayesian Image Analysis of Radiation Induced Changes in Tumor Vascular Permeability [0.03%]
基于影像组学的放射诱导肿瘤血管通透性变化的贝叶斯分析
Xiaoxi Zhang,Timothy D Johnson,Roderick J A Little et al.
Xiaoxi Zhang et al.
This work is motivated by a quantitative Magnetic Resonance Imaging study of the relative change in tumor vascular permeability during the course of radiation therapy. The differences in tumor and healthy brain tissue physiology and patholo...
Bayesian Variable Selection and Computation for Generalized Linear Models with Conjugate Priors [0.03%]
具共轭先验的广义线性模型的贝叶斯变量选择及计算方法
Ming-Hui Chen,Lan Huang,Joseph G Ibrahim et al.
Ming-Hui Chen et al.
In this paper, we consider theoretical and computational connections between six popular methods for variable subset selection in generalized linear models (GLM's). Under the conjugate priors developed by Chen and Ibrahim (2003) for the gen...
Misinformation in the conjugate prior for the linear model with implications for free-knot spline modelling [0.03%]
线性模型中共轭先验中的不正确信息及其对自由节点样条建模的影响
Christopher J Paciorek
Christopher J Paciorek
In the conjugate prior for the normal linear model, the prior variance for the coefficients is a multiple of the error variance parameter. However, if the prior mean for the coefficients is poorly chosen, the posterior distribution of the m...