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第11届国际统计学年会（11th Annual International Conference on Statistics:Teaching,Theory&Applications）
第11届 国际统计学 年会
2017/3/9
The The Mathematics & Statistics Research Unit and Education Research Unit of the Athens Institute for Education and Research (ATINER), will hold its 11th ...
Mixture Models for Single Cell Assays with Applications to Vaccine Studies
Mixture Models Single Cell Assays Applications to Vaccine Studies
2012/9/18
Blood and tissue are composed of many functionally distinct cell subsets. In immunological studies, these can only be measured accurately using single-cell assays. The characterization of these small ...
Efficient computation with a linear mixed model on large-scale data sets with applications to genetic studies
Efficient computation a linear mixed model on large-scale data sets applications genetic studies
2012/9/19
Motivated by genome-wide association studies we consider astan-dard linear model with one additional random effect in situations where many predictors have been collected on the same subjects and each...
Multiplier bootstrap of tail copulas - with applications
copulas Multiplier bootstrap of tail applications
2011/3/18
In the problem of estimating the lower and upper tail copula we propose two bootstrap procedures for approximating the distribution of the corresponding empirical tail copulas. The first method ...
Functional limit laws for the increments of the quantile process; with applications
functional limit laws laws of the iterated logarithm empirical process order statistics density estimation nonparametric estimation
2009/9/16
We establish a functional limit law of the logarithm for the increments of the normed sample quantile process based upon random sample of size $n->infty$. We extend a limit law obtained by Deheuvels a...
Controlling for individual heterogeneity in longitudinal models, with applications to student achievement
longitudinal data analysis random effects models fixed effects models omitted variables
2009/9/16
Longitudinal data tracking repeated measurements on individuals are highly valued for research because they offer controls for unmeasured individual heterogeneity that might otherwise bias results. Ra...
Admissible, consistent multiple testing with applications including variable selection
backward method exponential family forward method step-down procedures step-up procedures
2009/9/16
For multivariate normal models and some exponential family models a multiple testing stepwise method is offered that is both admissible and consistent. The method is readily adaptable to selecting var...