多元超结构Berkson测量误差模型的分析

The Analysis of Multivariate Ultrastructural Berkson Measurement Errors Model

  • 摘要: Berkson测量误差模型在工业、农业、流行病学、经济学等领域有广泛的应用. 本文考虑了一类多元超结构Berkson测量误差模型, 给出了该模型中参数的相合估计, 推导了估计的渐近分布, 并把该方法应用到一元超结构Berkson测量误差模型中, 最后给出了模拟结果和实例分析来说明本文所提出的估计方法的表现.

     

    Abstract: Berkson measurement error regression model has a wide range of applications in the areas of industry, agriculture, epidemiology, economics, and so on. This paper deals with a multivariate ultrastructural Berkson measurement error regression model, and presents consistent estimators for model parameters. The asymptotic distributions for the estimators are derived, and an application to a simple ultrastructural Berkson measurement error regression model is given. A real example and simulation results are provided for the illustration of the method proposed in this paper.

     

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