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An Efficient Estimation Method for Longitudinal Data Using Bayesian Conditional Transformation Models

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Bayesian conditional transformation models (BCTMs) address the direct estimation of the conditional distribution function of a random variable Y $Y$ conditional on a set of explanatory variables X ${/rm variables}/ /bm{X}$ . The BCTMs infer the conditional... ...