Reference : Nonparametric additive location-scale models for interval censored data
Scientific journals : Article
Physical, chemical, mathematical & earth Sciences : Mathematics
http://hdl.handle.net/2268/101857
Nonparametric additive location-scale models for interval censored data
English
Lambert, Philippe mailto [Université de Liège - ULg > Institut des sciences humaines et sociales > Méthodes quantitatives en sciences sociales >]
2013
Statistics and computing
Springer
23
75-90
Yes (verified by ORBi)
International
0960-3174
1573-1375
[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.
http://hdl.handle.net/2268/101857
10.1007/s11222-011-9292-6

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