1) Logistic and Poisson regression
Logistic和Poisson回归
1.
This paper studied the application of GLM of Matlab’s Statistical toolbox , and take on two procedure of Logistic and Poisson regression with two examples .
本文研究Matlab统计工具箱GLM模块的应用,给出广义线性模型的Matlab的算法,并用实例对常用的Logistic和Poisson回归给出了算法。
2) Poisson regression
Poisson回归
1.
Applications of random effects Poisson regression model for repeated count data in clinical trial;
随机效应的Poisson回归模型在临床试验重复测量资料分析中的应用
2.
The association between SO2 exposure and mortality rate of respiratory diseases was analyzed using Poisson regression and local auto-regression method.
方法收集1996—2000年沈阳市城区大气SO2浓度资料及死于呼吸系统疾病的病例资料,运用生态学方法,采用Poisson回归和局部自动回归,对季节变化、温度、湿度、气压进行调整,将病例按性别、年龄分组。
3.
[Objective]To select the risk factors of stroke death among elderly and middle-aged people in rural areas of Sichuan by Poisson regression.
[目的]通过Poisson回归,筛选四川省农村地区中老年人群脑卒中死亡的危险因素。
3) Poisson-Gamma regression models
Poisson-Gamma回归
1.
For the Poisson-Gamma regression models,the weights from the Gamma distribution are regarded as missing data.
对于Poisson-Gamma回归模型,将来自于Gamma分布的权重看作缺失数据;在此基础上,引入EM算法;从而利用基于完全数据似然函数的条件期望进行影响诊断分析,并且进一步基于正则曲率方法系统研究了各种扰动模型下的局部影响分析,得到相应的诊断统计量。
4) Logistic regression
logistic回归
1.
Logistic regression used in the analysis of multiple parameters of high frequency ultrasonography in differentiation of benign from malignant breast mass;
Logistic回归分析在超声多参数鉴别乳腺良、恶性肿块中的应用
2.
Logistic regression analysis of influential factors on the pregnancy outcome of in vitro fertilization and embryo transfer;
体外受精-胚胎移植妊娠结局影响因素Logistic回归分析
3.
Non-conditional Logistic regression analysis on erythrocyte membrane MDA burden in workers exposed to quartz dust;
石英粉尘接尘人员红细胞膜丙二醛负荷分类Logistic回归分析
5) Logistic regression analysis
logistic回归
1.
Analysis of risk factors of crossbite in primary dentition by logistic regression analysis
乳牙反相关危险因素的Logistic回归分析
2.
Methods The factor analysis approach and the logistic regression analysis method were used to analyze 1 735 insureds questionaires from an investigation carried out in Nanjing city.
方法采用问卷调查的方法,结合因子分析和logistic回归分析方法对1735位参保职工参保综合满意度进行评价以及对参保职工满意度的影响因素进行分析。
3.
After Logistic regression analysis the reason to choose village clinic to see a doctor mainly was the village clinic s good service attitude, low e.
结果调查参加新型农村合作医疗农民200人,经过Logistic回归分析得出,农民选择村卫生室就诊原因主要是村卫生室服务态度好、收费低、随时都可以看病等。
6) Logistic regression model
Logistic回归
1.
Methods Using the analysis of association rules of data mining, and the pruning of association rules is based on Fisher s exact test and the improvement of the confidence, and comparing with Logistic regression model through clinical data.
方法:采用数据挖掘技术中的关联规则挖掘方法,以列联表的确切概率和可信度的提高来进行规则剪除,结合实例并与Logistic回归分析进行比较。
2.
Analysis on factors influencing public purchasing aspiration of certificated forest products were carried out by logistic regression model according the public surveys from Hangzhou,Lin’an,Yunhe and Huzhou of Zhejiang province.
在对国内外森林认证研究现状进行总结的基础上,通过对杭州、临安、云和、湖州4地的公众调查,运用Logistic回归模型对公众购买森林认证产品意愿的影响因素进行了分析。
补充资料：回归平方和
分子式：
CAS号：
性质：反映自变量与因变量之间的相关程度的偏差平方和。用回归方程或回归线来描述变量之间的统计关系时，实验值yi与按回归线预测的值Yi并不一定完全一致，即各实验点(xi,yi)并不一定都落在回归线上，各实验点偏离回归线的程度，可用它们的总偏差平方和QT来表征，QT=∑(yi-Yi)2+∑(Yi-y)2，其中y是各实验值yi的平均值。Qg=∑(Yi-y)2称为回归平方和。Qg越大，自变量与因变量之间的相关性越好。
CAS号：
性质：反映自变量与因变量之间的相关程度的偏差平方和。用回归方程或回归线来描述变量之间的统计关系时，实验值yi与按回归线预测的值Yi并不一定完全一致，即各实验点(xi,yi)并不一定都落在回归线上，各实验点偏离回归线的程度，可用它们的总偏差平方和QT来表征，QT=∑(yi-Yi)2+∑(Yi-y)2，其中y是各实验值yi的平均值。Qg=∑(Yi-y)2称为回归平方和。Qg越大，自变量与因变量之间的相关性越好。
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参考词条