Transform both sides model: A parametric approach

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Transform both sides model: A parametric approach

A parametric regression model for right-censored data with a log-linear median regression function and a transformation in both response and regression parts, named parametric Transform-Both-Sides (TBS) model, is presented. The TBS model has a parameter that handles data asymmetry while allowing various different distributions for the error, as long as they are unimodal symmetric distributions ...

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The Transform-Both-Sides (TBS) regression model of Carroll and Ruppert (1984) is practical when there exists a conjectured relationship between the dependent variable and the independent variables, although the exact way in which randomness affects the relationship is unknown. The object is to make prediction more precise while respecting the pre-specified relationship. This dissertation is con...

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ژورنال

عنوان ژورنال: Computational Statistics & Data Analysis

سال: 2014

ISSN: 0167-9473

DOI: 10.1016/j.csda.2013.07.023