Estimation in additive models and ANOVA-like applications.
J Appl Stat
; 47(13-15): 2374-2383, 2020.
Article
em En
| MEDLINE
| ID: mdl-35707420
ABSTRACT
A well-known property of cumulant generating function is used to estimate the first four order cumulants, using least-squares estimators. In the case of additive models, empirical best linear unbiased predictors are also obtained. Pairs of independent and identically distributed models associated with the treatments of a base design are used to obtain unbiased estimators for the fourth-order cumulants. An application to real data is presented, showing the good behaviour of the least-squares estimators and the great flexibility of our approach.
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MEDLINE
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En
Ano de publicação:
2020
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Article