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检索条件"主题词=multivariate binary data"
27 条 记 录,以下是1-10 订阅
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Time Series Models for multivariate binary and Categorical data
Time Series Models for Multivariate Binary and Categorical D...
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作者: Reichmann, Lena Christine Universitaet Mannheim (Germany)
学位级别:Dr.rer.nat., Doctor of Natural Science
In the following thesis, we investigate the modeling of time series data with multivariate discrete and especially binary structure. A model for categorical time series data with a nice interpretability which, in addi... 详细信息
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Notes on testing noninferiority in multivariate binary data under the matched-pair design
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STATISTICAL METHODS IN MEDICAL RESEARCH 2016年 第4期25卷 1272-1289页
作者: Lui, Kung-Jong Chang, Kuang-Chao San Diego State Univ Coll Sci Dept Math & Stat San Diego CA 92182 USA Fu Jen Catholic Univ Dept Stat & Informat Sci New Taipei Taiwan
Since therapeutic efficacy is often measured by multiple endpoints, it will be of use if one can incorporate the information on various variables of response into procedures for testing noninferiority to improve power... 详细信息
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Bayesian finite mixtures of Ising models
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METRIKA 2024年 1-33页
作者: Miao, Zhen Chen, Yen-Chi Dobra, Adrian Microsoft Corp WebXT 1 Microsoft Way Redmond WA 98052 USA Univ Washington Dept Stat 1410 NE Campus Pkwy Seattle WA 98105 USA
We introduce finite mixtures of Ising models as a novel approach to study multivariate patterns of associations of binary variables. Our proposed models combine the strengths of Ising models and multivariate Bernoulli... 详细信息
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A multivariate Logistic Distance Model for the Analysis of Multiple binary Responses
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JOURNAL OF CLASSIFICATION 2018年 第1期35卷 124-146页
作者: Worku, Hailemichael M. de Rooij, Mark Leiden Univ Leiden Netherlands
We propose a multivariate Logistic Distance (MLD) model for the analysis of multiple binary responses in the presence of predictors. The MLD model can be used to simultaneously assess the dimensional/factorial structu... 详细信息
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Two-sample tests for sparse high-dimensional binary data
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COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 2017年 第22期46卷 11181-11193页
作者: Plunkett, Amanda Park, Junyong Dept Def Ft George G Meade MD USA Univ Maryland Baltimore Cty Dept Math & Stat Baltimore MD 21250 USA
In this article, we study the methods for two-sample hypothesis testing of high-dimensional data coming from a multivariate binary distribution. We test the random projection method and apply an Edgeworth expansion fo... 详细信息
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Order-Restricted Inference for multivariate binary data With Application to Toxicology
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JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 2011年 第496期106卷 1394-1404页
作者: Davidov, Ori Peddada, Shyamal Univ Haifa Dept Stat IL-31905 Haifa Israel Natl Inst Environm Hlth Sci Biostat Branch Res Triangle Pk NC 27709 USA
In many applications, researchers collect multivariate binary response data under two or more naturally ordered experimental conditions. In such situations, one is often interested in using all binary outcomes simulta... 详细信息
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A Simple Distribution for the Sum of Correlated, Exchangeable binary data
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COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 2014年 第20期43卷 4265-4280页
作者: Witt, Gary Temple Univ Fox Sch Business Philadelphia PA 19122 USA
This article describes a generalization of the binomial distribution. The closed form probability function for the probability of k successes out of n correlated, exchangeable Bernoulli trials depends on the number of... 详细信息
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Testing and estimation of proportion (or risk) ratio under the matched-pair design with multiple binary endpoints
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BIOMETRICAL JOURNAL 2013年 第4期55卷 603-616页
作者: Lui, Kung-Jong Chang, Kuang-Chao San Diego State Univ Coll Sci Dept Math & Stat San Diego CA 92182 USA Fu Jen Catholic Univ Dept Stat & Informat Sci New Taipei Taiwan
The proportion ratio (PR) of responses between an experimental treatment and a control treatment is one of the most commonly used indices to measure the relative treatment effect in a randomized clinical trial. We dev... 详细信息
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Sequential Monte Carlo on large binary sampling spaces
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STATISTICS AND COMPUTING 2013年 第2期23卷 163-184页
作者: Schaefer, Christian Chopin, Nicolas Ctr Rech Econ & Stat F-92240 Malakoff France Univ Paris 09 Ctr REch MAth DEcis F-75775 Paris France Ecole Natl Stat & Adm F-92240 Malakoff France
A Monte Carlo algorithm is said to be adaptive if it automatically calibrates its current proposal distribution using past simulations. The choice of the parametric family that defines the set of proposal distribution... 详细信息
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Modeling of multivariate Monotone Disease Processes in the Presence of Misclassification
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JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 2012年 第499期107卷 976-989页
作者: Jose Garcia-Zattera, Maria Jara, Alejandro Lesaffre, Emmanuel Marshall, Guillermo Pontificia Univ Catolica Chile Dept Stat Santiago Chile Pontificia Univ Catolica Chile Measurement Ctr MIDE UC Santiago Chile Katholieke Univ Leuven L BioStat Louvain Belgium Erasmus MC Dept Biostat Rotterdam Netherlands
Motivated by a longitudinal oral health study, the Signal-Tandmobiel (R) study, we propose a multivariate binary inhomogeneous Markov model in which unobserved correlated response variables are subject to an unconstra... 详细信息
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