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Likelihood ratio test between two groups of castor oil plant traits Ciência Rural
Brum,Betania; Lopes,Sidinei José; Ferreira,Daniel Furtado; Storck,Lindolfo; Cargnelutti Filho,Alberto.
ABSTRACT: The likelihood ratio test (LRT), to the independence between two sets of variables, allows to identify whether there is a dependency relationship between them. The aim of this study was to calculate the type I error and power of the LRT for determining independence between two sets of variables under multivariate normal distributions in scenarios consisting of combinations of 16 sample sizes; 40 combinations of the number of variables of the two groups; and nine degrees of correlation between the variables (for the power). The rate of type I error and power were calculate at 640 and 5,760 scenarios, respectively. A performance evaluation of the LRT was conducted by computer simulation by the Monte Carlo method, using 2,000 simulations in each...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Ricinus communis L.; Type I error; Power test; Multivariate normal distribution..
Ano: 2016 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0103-84782016000701158
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