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Logistic模型配合家禽生长资料参数估计方法比较的Monte Carlo研究
引用本文:章元明,焦敏,苟平,张永祥,唐锡政.Logistic模型配合家禽生长资料参数估计方法比较的Monte Carlo研究[J].西南农业大学学报(社会科学版),1995(3).
作者姓名:章元明  焦敏  苟平  张永祥  唐锡政
作者单位:四川畜牧兽医学院动物科学系 (章元明,焦敏,苟平,张永祥),四川畜牧兽医学院动物科学系(唐锡政)
摘    要:本文用Logistic模型配合Monte Cario方法模拟的30个家禽生长资料,以比较Logis-tic模型参数估计的最小一乘法、最小二乘法和minx~2法,以及线性化方法。结果表明:最小二乘法(LS)和最小一乘法结果相当,均优于ininx~2方法;参数估计的线性化方法结果较差,以改良三点法效果较好。

关 键 词:Monte  Cario模拟  非线性模型  均匀设计  参数估计

A MONTE CARLO STUDY ON THE COMPARISON OF PARAMETER ESTIMATION METHODS OF LOGLSTIC MODEL FOR FITTING POULTRY GROWTH DATA
Zhang Yuanming Jiao Min.A MONTE CARLO STUDY ON THE COMPARISON OF PARAMETER ESTIMATION METHODS OF LOGLSTIC MODEL FOR FITTING POULTRY GROWTH DATA[J].Journal of Southwest Agricultural University:Social Science Edition,1995(3).
Authors:Zhang Yuanming Jiao Min
Institution:Zhang Yuanming Jiao Min
Abstract:In the paper,Logistic model was used to fit 30 poultry growth data seus simulated by Monte Carlo method in order to compare its parameter estimation methods. The results were as follows;thc results of both LS and least absolute deviations methods were rather approximative, both of them were better than that of min x2method;the results of the lineared methods were relatively poor,but that of the improved three points method were relatively better.
Keywords:Monte Carlo Simulation  Nonlinear Model  Uniform Design  Parameter Esti-mation
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