Research Article

Nonlinear Dependence in the Discovery of Differentially Expressed Genes

Figure 4

Simulation experiments comparing conditional estimates: third-moment estimates (+ marker) and second-moment ( marker). This figure corresponds to the left-sided tail area with 𝛿 = 2 . 0 [see (4)]. Substantial rowwise covariance is present. The abscissa is the realized count while the ordinate is the estimated count. The significance of parameters ( 𝜅 , 𝜅 0 , 𝜃 0 ) is discussed the text. Third-moment skewness corrections tend to make the estimation process more accurate.
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