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Showing 1 to 1 of 1 for “"Unknown Link Estimation"”.
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Statistical Methods for Genetic Pathway-Based Data Analysis
… Poisson hierarchical regression model with unknown link function. The nonparametric pathway effect is estimated via the kernel machine and the unknown link function is estimated by transforming a mixture of beta cumulative density functions. Our approach provides flexible semiparametric …