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Accurate Calculation and Maximization of Log-Likelihood for Mixed Logistic Regression

机译：混合Logistic回归的对数似然的精确计算与最大化

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摘要

In recent years, several authors have attempted to extend the highly developed methodology for estimation and testing within mixed effect linear models to generalized linear models and in particular to logistic regression with random effects.

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作者
Slud, E. V.;
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年度 2000
页码 1-22
总页数 22
原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
Calculation methods ; Logistic regression ; Generalized linear model ; Laplace's method ; Mathematical logic ; Methodology ; Newton-Raphson iteration ; Numerical integration ; Relative error ; Small area estimation;

机译：计算方法; Logistic回归;广义线性模型; Laplace方法;数学逻辑;方法论; Newton-Raphson迭代;数值积分;相对误差;小面积估计;

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机译：使用HMM对数似然回归器进行惩罚性Logistic回归以进行语音识别
2. A simple approach to power and sample size calculations in logistic regression and Cox regression models. [J] . Vaeth M, Skovlund E Statistics in medicine . 2004,第11期

机译：在逻辑回归和Cox回归模型中进行功效和样本数量计算的简单方法。
3. Estimation and testing for the effect of a genetic pathway on a disease outcome using logistic kernel machine regression via logistic mixed models [J] . Dawei Liu, Debashis Ghosh, Xihong Lin BMC Bioinformatics . 2008,第1期

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5. Some Contributions to High Dimensional Mixed Effects Logistic Regression Models [D] . Guo, Jun 2018

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6. Estimation and testing for the effect of a genetic pathway on a disease outcome using logistic kernel machine regression via logistic mixed models [O] . Dawei Liu, Debashis Ghosh, Xihong Lin 2008

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7. Estimation and Testing for the Effect of a Genetic Pathway on a Disease Outcome Using Logistic Kernel Machine Regression via Logistic Mixed Models [O] . Liu Dawei, Ghosh Debashis, Lin Xihong 2008

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Accurate Calculation and Maximization of Log-Likelihood for Mixed Logistic Regression

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