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Marhuenda García, Yolanda ; Morales González, Domingo ; Pardo Llorente, Julio Ángel ; Pardo Llorente, María del Carmen | Elsevier Science | 2005-06-01The testing for goodness-of-fit in multinomial sampling contexts is usually based on the asymptotic distribution of Pearson-type chi-squared statistics. However, approximations are not justified for those cases where sample size and number of ce[...]texto impreso
Marhuenda García, Yolanda ; Morales González, Domingo ; Pardo Llorente, María del Carmen | Taylor & Francis Group Ltd | 2005-08Problems of goodness-of-fit to a given distribution can usually be reduced to test uniformity. The uniform distribution appears due to natural random events or due to the application of methods for transforming samples from any other distributio[...]texto impreso
Marhuenda García, Yolanda ; Morales, Domingo ; Pardo Llorente, María del Carmen | Elsevier Science | 2014The selection of an appropriate model is a fundamental step of the data analysis in small area estimation. Bias corrections to the Akaike information criterion, AIC, and to the Kullback symmetric divergence criterion, KIC, are derived for the Fa[...]texto impreso
Marhuenda García, Yolanda ; Morales González, Domingo ; Pardo Llorente, Julio Ángel ; Pardo Llorente, María del Carmen | Taylor & Francis | 2005-03The problem of testing if a given probability distribution fits to a set of independent and identically distributed observations is usually treated by categorizing the data range. Discretization can be done by means of relative frequencies or by[...]texto impreso
Marhuenda García, Yolanda ; Morales, D. ; Pardo Llorente, María del Carmen | Taylor & Francis | 2016-01The Fay-Herriot model is a linear mixed model that plays a relevant role in small area estimation (SAE). Under the SAE set-up, tools for selecting an adequate model are required. Applied statisticians are often interested on deciding if it is wo[...]
