Hotelling's TM2for Principal Components—What About Absolute Values?
作者:
J.Edward Jackson,
F.Terry Hearne,
期刊:
Technometrics
(Taylor Available online 1979)
卷期:
Volume 21,
issue 2
页码: 253-255
ISSN:0040-1706
年代: 1979
DOI:10.1080/00401706.1979.10489757
出版商: Taylor & Francis Group
关键词: Principal components;Quality control;Absolute values;GeneralizedTstatistics
数据来源: Taylor
摘要:
When determining the generalizedT2statistics for a sample ofnobservations using principal components, the occasion may arise where one is interested not in the average of the deviations of a particular component from its aim or standard, but the average of the absolute values of these deviations because it is the magnitude, not the direction. which is of interest. A largesample approximation suitable for quality control applications is proposed to still enable one to include this component in the computation ofTM2. The adequacy of this approximation is examined and a numerical example is included.
点击下载:
PDF (267KB)
返 回