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The Box-Cox Transformation:A Review

The use of transformation can usually simplify the analysis of data,
especially when the original observations deviate from the underlying
assumption of linear model. Box-Cox transformation receives much more
attention than others. In this dissertation,. we will review the theory
about the estimation, hypotheses test on transformation parameter and
about the sensitivity of the linear model parameters in Box-Cox
transformation. Monte Carlo simulation is used to study the performance
of the transformations. We also display whether Box-Cox transformation
make the transformed observations satisfy the assumption of linear model
actually.

Identiferoai:union.ndltd.org:CHENGCHI/B2002003107
Creators曾能芳, Zeng, Neng-Fang
Publisher國立政治大學
Source SetsNational Chengchi University Libraries
Language中文
Detected LanguageEnglish
Typetext
RightsCopyright © nccu library on behalf of the copyright holders

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