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Academic Phrase 2022.12.14

Any domain of interest for which there exists an invertible affine transformation that maps to [0,1]^p can be used, so that the transformation is performed, and then transformed back after the estimation, while retaining the non-crossing property.

直訳:[0,1]^pに写る可逆アフィン変換が存在する任意の関心領域が使用でき,非交差性を保持しながら,変換され,推定した後に逆変換が行われる.

Any domain of interest for which there exists an invertible affine transformation that maps to [0,1]^p can be used, so that the transformation is performed, and then transformed back after the estimation, while retaining the non-crossing property.

意訳:[0,1]^pに写る可逆アフィン変換が存在する任意の関心領域が使用でき,その領域では共変量を変換し,パラメータ推定後に逆変換で元の領域に写すことで,非交差性を保ったまま推定できる.

Reference

Bondell, H. D., Reich, B. J. and Wang, H. (2010). Noncrossing quantile regression curve estimation. Biometrika 97 825–38.