Nonparametric Bayesian Bioassay Including Ordered Polytomous Response
STANFORD UNIV CA DEPT OF STATISTICS
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Previous attempts at implementing fully Bayesian nonparametric bioassay have enjoyed limited success due to computational difficulties. We show here how this problem may be generally handled using a sampling based approach to develop desired marginal posterior distributions and their features. A useful extension is presented which treats the case of ordered polytomous response. Illustrative examples are provided.
- Statistics and Probability