|Reference : Nonparametric additive location-scale models for interval censored data|
|Scientific journals : Article|
|Physical, chemical, mathematical & earth Sciences : Mathematics|
|Nonparametric additive location-scale models for interval censored data|
|Lambert, Philippe [Université de Liège - ULg > Institut des sciences humaines et sociales > Méthodes quantitatives en sciences sociales >]|
|Statistics and computing|
|Yes (verified by ORBi)|
|[en] Nonparametric regression ; Interval censored data ; Location-scale model ; Additive model ; B-splines|
|[en] An nonparametric additive model for the location
and dispersion of a continuous response with an arbitrary smooth conditional distribution is proposed. B-splines are used to specify the three components of the model. It can deal with interval censored data and multiple covariates. After a simulation study, the relation between age, the number of years of full-time education and the net income (provided
as intervals) available per person in Belgian households is studied from survey data.
|File(s) associated to this reference|
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