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Non parametric checks for count data models : and application to demand for health care in Spain

Registro MARC
Tag12Valor
LDR  00000nam a2200000 i 4500
001  MAP20070028506
003  MAP
005  20220911212248.0
008  971113s1997 esp 00010 spa d
040  ‎$a‎MAP‎$b‎spa
084  ‎$a‎931
1001 ‎$0‎MAPA20080121402‎$a‎Alvarez, Begoña
24510‎$a‎Non parametric checks for count data models‎$b‎: and application to demand for health care in Spain‎$c‎Begoña Alvarez and Miguel A. Delgado
260  ‎$a‎Getafe [Madrid]‎$b‎Universidad Carlos III, Departamento de Estadística y Econometría‎$c‎1997
300  ‎$a‎26 p.‎$c‎30 cm
4901 ‎$a‎Working paper‎$v‎96-65. Statistics and Econometrics Series ; 28
5200 ‎$a‎This paper presents model specification checking procedures for count data regression models which are consistent in the direction of nonparametric alternatives. The discussion is motivated in the context of a model of demand for health care in Spain. The parameters of the regression model are estimated by maximun likelihood based on Poisson and Negative Binomial specifications as well as by ordinary least squares and semiparametric generalized least squeares. The test statistics are based on marked empirical processes which are not distribution free, but their critical values are well approximated by bootstrap. Such test are valid for testing the functional form of the conditional mean and conditional probabilities resulting from alternative distributional specifications. In our health care demand model, the linear exponential regression model with a Negative Binomial seems to be appropiate for this data set.
65011‎$0‎MAPA20080539771‎$a‎Salud
65011‎$0‎MAPA20080594794‎$a‎Asistencia sanitaria
65011‎$0‎MAPA20080578848‎$a‎Análisis de datos
65011‎$0‎MAPA20080540913‎$a‎España
65011‎$0‎MAPA20080597733‎$a‎Modelos estadísticos
7001 ‎$0‎MAPA20080216399‎$a‎Delgado, Miguel A.
7102 ‎$0‎MAPA20080480073‎$a‎Universidad Carlos III de Madrid, Departamento de Estadística y Econometría
830 0‎$0‎MAPA20080507589‎$a‎Working paper‎$v‎96-65. Statistics and Econometrics Series ; 28
856  ‎$y‎MÁS INFORMACIÓN‎$u‎mailto:centrodocumentacion@fundacionmapfre.org?subject=Consulta%20de%20una%20publicaci%C3%B3n%20&body=Necesito%20m%C3%A1s%20informaci%C3%B3n%20sobre%20este%20documento%3A%20%0A%0A%5Banote%20aqu%C3%AD%20el%20titulo%20completo%20del%20documento%20del%20que%20desea%20informaci%C3%B3n%20y%20nos%20pondremos%20en%20contacto%20con%20usted%5D%20%0A%0AGracias%20%0A