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Improved EM-Type Algorithms for Fitting Marginal Zero-Inflated Regression Models to Clustered Data with Excess Zeros

机译：改进的EM型算法，用于将边缘零膨胀的回归模型拟合到具有多余零的聚类数据

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作者
Benesi, Tawanda.;
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作者单位

University of Georgia.;

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授予单位 University of Georgia.;
学科
学位 Ph.D.
年度 2020
页码 144 p.
总页数 144
原文格式 PDF
正文语种 eng
中图分类 AAI27741883;
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入库时间 2022-08-17 12:01:42

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1. Marginal regression models for clustered count data based on zero-inflated Conway-Maxwell-Poisson distribution with applications [J] . Choo-Wosoba Hyoyoung, Levy Steven M., Datta Somnath Biometrics: Journal of the Biometric Society : An International Society Devoted to the Mathematical and Statistical Aspects of Biology . 2016,第2期

机译：基于零膨胀Conway-Maxwell-Poisson分布的聚类计数数据的边际回归模型及其应用
2. Marginalized multilevel hurdle and zero-inflated models for overdispersed and correlated count data with excess zeros [J] . Wondwosen Kassahun, Thomas Neyens, Geert Molenberghs Statistics in medicine . 2014,第25期

机译：边缘化的多级障碍和零膨胀模型，用于过度分散和相关的计数数据（具有多余的零）
3. R-2 measures for zero-inflated regression models for count data with excess zeros [J] . Martin Jacob, Hall Daniel B. Journal of statistical computation and simulation . 2016,第16a18期

机译：R-2用于零膨胀计数数据的零膨胀回归模型的度量
4. Statistical Inference for Zero-Inflated Poisson Regression Models with Excess Zeros [C] . Lin Dai, Yingzi Fu International Conference on Mechanics, Simulation and Control . 2013

机译：零充气泊松回归模型的统计推断与过量零
5. Zero-Inflated Negative Binomial (ZINB) regression model for over-dispersed count data with excess zeros and repeated measures, an application to human microbiota sequence data. [D] . Fang, Rui. 2013

机译：零膨胀负二项式（ZINB）回归模型，用于过度分散的计数数据（带有多余的零）和重复测量，适用于人类微生物群序列数据。
6. Marginal Regression Models for Clustered Count Data Based on Zero-Inflated Conway-Maxwell-Poisson Distribution with Applications [O] . Hyoyoung Choo-Wosoba, Steven M. Levy, Somnath Datta -1

机译：基于零膨胀Conway-Maxwell-Poisson分布的聚类计数数据的边际回归模型及其应用
7. Multi-level zero-inflated Poisson regression modelling of correlated count data with excess zeros [O] . Wang, Kui, Lee, Andy H, Scott, Jane Anne, 2006

机译：多级零膨胀泊松回归具有多余零的相关计数数据的建模

Improved EM-Type Algorithms for Fitting Marginal Zero-Inflated Regression Models to Clustered Data with Excess Zeros

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