Integrated partially linear model for multi-center studies with heterogeneity and batch effect in covariates [0.03%]
具有异质性和批处理效应的多中心研究的集成部分线性模型
Lei Yang,Yongzhao Shao
Lei Yang
The design of multi-center study is increasingly used for borrowing strength from multiple research groups to obtain broadly applicable and reproducible study findings. Regression analysis is widely used for analyzing multi-group studies, h...
Exact confidence limits for the probability of response in two-stage designs [0.03%]
两阶段设计中响应概率的确切置信限
Guogen Shan
Guogen Shan
In addition to point estimate for the probability of response in a two-stage design (e.g., Simon's two-stage design for a Phase II clinical trial with binary endpoints), confidence limits should be Cute the confidence interval does not guar...
Asymptotic theory for maximum likelihood estimates in reduced-rank multivariate generalized linear models [0.03%]
降秩多元广义线性模型中极大似然估计的渐近性质研究
E Bura,S Duarte,L Forzani et al.
E Bura et al.
Reduced-rank regression is a dimensionality reduction method with many applications. The asymptotic theory for reduced rank estimators of parameter matrices in multivariate linear models has been studied extensively. In contrast, few theore...
E Perrone,W G Müller
E Perrone
Copula modelling has in the past decade become a standard tool in many areas of applied statistics. However, a largely neglected aspect concerns the design of related experiments. Particularly the issue of whether the estimation of copula p...
Wenjun Li,Edward J Stanek rd,Julio M Singer
Wenjun Li
We extend the random permutation model to obtain the best linear unbiased estimator of a finite population mean accounting for auxiliary variables under simple random sampling without replacement (SRS) or stratified SRS. The proposed method...
D H Glueck,A Karimpour-Fard,J Mandel et al.
D H Glueck et al.
Consider a set of order statistics that arise from sorting samples from two different populations, each with their own, possibly different distribution functions. The probability that these order statistics fall in disjoint, ordered interva...