O corte do FBST em modelos de alta dimensionalidade
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Data
2018-12-03Autor
Poloniato Ferreira, Joao Carlos
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The problem of controlling the significance level of the FBST (Full Bayesian Significant Test) test
is studied in the context of Bayesian models for density, thus, a Bayesian method is shown that
works with density estimation estimation and how the FBST should be conducted in that situation
with this method when it is desired to test if one population has certain density distribution or
equality test of two populations. For this, a modified e-value definition is presented that is an
alternative to calculate the FBST measure. At end a simulation study with different density
distributions and analysis the power function of the test in cases of one and two populations.