1 |
The Box-Cox Transformation:A Review曾能芳, Zeng, Neng-Fang Unknown Date (has links)
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.
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2 |
The Box-Cox 依變數轉換之技巧 / The Box-Cox Transformation: A Review曾能芳, Chan, Lan Fun Unknown Date (has links)
The use of transformation can usually simplify the analysis of data, especiallywhen the original observations deviate from the underlying assumption of linearmodel. Box-Cox transformation receives much more attention than others. Inthis dissertation, we will review the theory about the estimation, hypotheses test on transformation parameter and about the sensitivity of the linear model parameters. Monte Carlo simulation is used to study the performance of the transformation. We also display whether Box-Cox transformation makes the transformed observations satisfy the assumption of linear model actually.
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