most citedInference for Multivariate Regression Model based on synthetic data generated under Fixed-Posterior Predictive Sampling: comparison with Plug-in Sampling

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math.ST2016★ 1 cited

Inference for Multivariate Regression Model based on synthetic data generated under Fixed-Posterior Predictive Sampling: comparison with Plug-in Sampling

Ricardo Moura, Martin Klein, Carlos A. Coelho +1

The authors derive likelihood-based exact inference methods for the multivariate regression model, for singly imputed synthetic data generated via Posterior Predictive Sampling (PP…

math.ST2008

Analytic perturbations and systematic bias in statistical modeling and inference

Jerzy A. Filar, Irene Hudson, Thomas Mathew +1

In this paper we provide a comprehensive study of statistical inference in linear and allied models which exhibit some analytic perturbations in their design and covariance matrice…