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New relations are derived for Bayesian estimation of parameters in nonlinear multiresponse models. Modal and interval estimates are provided for the parameter vector θ of a multiresponse expectation model and for the covariance matrix σ of a multivariate Normal error distribution. Incomplete observation sets are handled directly. Two chemical examples are analyzed.
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Stewart et al. (1981) studied this question.
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