FIXED SIZE CONFIDENCE REGIONS FOR THE PARAMETERS OF THE LINEAR MIXED EFFECTS LOGISTIC MODEL

来源 :上海交通大学 | 被引量 : 0次 | 上传用户：pscc33

【摘要】

：

【作者】

：

Taoufik Zoubeidi Mohamed Y.El-Bassiouni

【机构】

：

Department of Statistics,UAE University,Al-Ain,United Arab Emirates

【出处】

：

上海交通大学

【发表日期】

：

2016年4期

【关键词】

：

Mixed effects logistic regression model Sequential estimation Fixed width confid

下载到本地 , 更方便阅读

下载此文赞助VIP

声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架

论文部分内容阅读

　　We develop fixed size confidence regions for estimating the fixed and random effects parameters of the mixed effects logistic regression model.This model applies to,among others,the study of the effects of covariates on a dichotomous response variable when subjects are sampled in clusters.

其他文献

Bayesian Inference for the Directional Brain Network Modeled by High-dimensional Damped Harmonic Osc

We use ordinary differential equations(ODE)to model the directional interaction,also called effective connectivity,among brain regions.In contrast to existing ODE models that focus on effective connec

会议

Bayesian inferenceHarmonic Oscillatordirectional brain networks

A General Theory of Hypothesis Tests and Confidence Regions for Sparse High Dimensional Models

We consider the problem of uncertainty assessment for low dimensional components in high dimensional models.Specifically,we propose a decorrelated score function to handle the impact of high dimension

会议

High dimensional inferenceSparsityHypothesis testScore functionNuisance para

Embracing Blessing of Massive Scale in Big Data

The increased availability of massive datasets provides a unique opportunity to discover subtle patterns in their distributions,but also imposes overwhelming computational challenges.To fully utilize

会议

Big DataB-Spline EstimationDivide-and-ConquerQuantile Regression Process

Locally robust density estimation and near-parametric asymptotics

会议

EMPIRICAL LIKELIHOOD INFERENCE BASED ON ESTIMATING EQUATIONS FOR COMPLEX SURVEYS WITH DATA MISSING A

We propose an empirical likelihood(EL)method for constructing confidence intervals for population parameters defined by estimation equations(EEs)with data from complex surveys that are missing at rand

会议

BootstrapConfidence intervalFractional imputationProbability proportional to

On the Convergence of Randomized Kaczmarz Algorithm in Hilbert Space

Randomized Kaczmarz algorithm was designed for solving linear equation systems.Inspired by the recent development of the analysis,we give the convergence of randomized Kaczmarz algorithm in Hilbert sp

会议

randomized Kaczmarz algorithmonline learning

Set-Valued Multiclass Classifiers:Lowest Ambiguity with Bounded Error Levels

In most classification tasks there are observations that are ambiguous and therefore difficult to correctly label.Set-valued classification allows the classifiers to output a set of plausible labels r

会议

AmbiguityClassification with Reject optionMulticlass classificationNon-determ

Applications of Simultaneous Confidence Bands in Risk Assessment

In risk assessment,it is often desired to make inferences on the low dose levels(called benchmark dose or BMD)at which a specific benchmark risk(BMR)is attained.Often a risk regulator has more than on

会议

Benchmark doseRisk assessmentAbbott-adjusted log-logistic modelSimultaneous h

Integrative Omics Analyses across Multiple Conditions Using Tensor Decomposition and Regularization

Advances in technology have led to generation of omics data(such as genetics,transcriptomics,metabolomics data),which in some studies may be collected from multiple conditions(e.g.,cell types,tissue s

会议

integrative omics analysistensor decompositionregularization

Sieve Analysis Using the Number of Infecting Pathogens

会议

FIXED SIZE CONFIDENCE REGIONS FOR THE PARAMETERS OF THE LINEAR MIXED EFFECTS LOGISTIC MODEL

与本文相关的学术论文