On Stochastic Transformation Models.
Li, Han-Ping
HAL, hal-00129566 / Harvested from HAL
In this paper, the non-parametrical transformation model is introduced and studied in comparison with the parametrical transformation model and semi-parametrical transformation model. The semi-parametrical transformation model and non-parametrical transformation model are characterized in term of stochastic transformations, with the independence in the first model, without the independence in the second one. The semi-parametrical transformation model is also characterized as the weak cloture of the convex envelope of the parametrical transformation model. The LeCam deficiency is also considered.
Publié le : 1997-12-11
Classification:  group model,  deficiency,  "group model,  transformation model,  deficiency",  62E10, 62A05,  [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]
@article{hal-00129566,
     author = {Li, Han-Ping},
     title = {On Stochastic Transformation Models.},
     journal = {HAL},
     volume = {1997},
     number = {0},
     year = {1997},
     language = {en},
     url = {http://dml.mathdoc.fr/item/hal-00129566}
}
Li, Han-Ping. On Stochastic Transformation Models.. HAL, Tome 1997 (1997) no. 0, . http://gdmltest.u-ga.fr/item/hal-00129566/