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岭回归法解析病态光谱体系数据及其在复方维生素B分析中的应用 被引量:3

Solution of Morbid Spectra Data Systems by Ridge Regression Method and Its Application for Analysis of Complex Vitamins B
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摘要 当多组分体系的吸收光谱出现严重重叠而构成病态体系时,用以最小二乘估计的各种化学计量学方法算其含量时,往往导致偏差。本文用岭回归法处理复方维生素B四组分体系的光谱数据,所得分析结果明显优于最小二乘法。 Many chemometric methods have been proposed to solve the problems of multiple components analysis. But most of these methods were based on the ordinary least squares estimation (OLSE). For many analytical systems, their spectral chatacteristics were very similar , which means these analytical systems were a morbid, therefore the OLSE method cannot usually give satisfacory results. We have used the ridge regression estimation (RRE) to treat the multicomponent drug systems. Because of the method was based on biased estimation, so it was different from the OLSE method, and could avoid morbidness caused by similar spectra. In this paper the RRE method has been used to assay the components of vitamins B_1、 B_2、B_6and niacinamide in complex vtitamins B. The average recoveries wereo bviously superior to those obtained by OLSE method.
机构地区 南开大学化学系
出处 《分析化学》 SCIE EI CAS CSCD 北大核心 1994年第7期720-723,共4页 Chinese Journal of Analytical Chemistry
基金 国家自然科学基金资助课题
关键词 紫外光谱 复方维生素B 岭回归法 Ridge regression estimation, Ultraviolet spectrum,Multicomponent analysis,Complex vitamins B
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参考文献6

  • 1沈含熙,蔡硕为.化学计量学在多组分同时光度测定中的进展[J].冶金分析,1994,14(3):26-35. 被引量:7
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