节点文献
样本选择模型的似然估计与两步估计
LIKELIHOOD ESTIMATION AND TWO-STEP ESTIMATION OF SAMPLE SELECTION MODEL
【摘要】 [目的]介绍样本选择模型及其估计方法。[方法]应用样本选择模型对模拟数据进行分析,并与传统线性回归模型进行比较。[结果]对于特定条件下的缺失数据,样本选择模型比传统的线性回归模型更合理,并可以提高模型参数估计的效率。[结论]样本选择模型在医学研究中拥有广泛的应用前景。
【Abstract】 [Objective] To introduce sample selection model and its estimation method.[Methods] The missing data were analysed with sample selection model and compared with traditional linear regression model.[Results] When missing da-ta had special structure,sample selection model was more sensible and efficient compared with traditional linear regression model.[Conclusion] The sample selection model has good applicability to medical research.
【关键词】 样本选择模型;
似然估计;
两步估计;
缺失数据;
【Key words】 Sample selection model; Likelihood estimation; Two-step estimation; Missing data;
【Key words】 Sample selection model; Likelihood estimation; Two-step estimation; Missing data;
【基金】 山西省高校青年学术带头人基金项目(晋教科2004-13号)
- 【文献出处】 现代预防医学 ,Modern Preventive Medicine , 编辑部邮箱 ,2007年09期
- 【分类号】R195
- 【被引频次】7
- 【下载频次】412