Exact Sample Conditioned MSE Performance of the Bayesian MMSE Estimator for Classification Error—Part II: Consistency and Performance Analysis
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[1] Mark E. Johnson,et al. Multivariate Statistical Simulation , 1989, International Encyclopedia of Statistical Science.
[2] Edward R. Dougherty,et al. Bayesian Minimum Mean-Square Error Estimation for Classification Error—Part I: Definition and the Bayesian MMSE Error Estimator for Discrete Classification , 2011, IEEE Transactions on Signal Processing.
[3] Mark E. Johnson. Multivariate Statistical Simulation: Johnson/Multivariate , 1987 .
[4] Ulisses Braga-Neto,et al. On the sampling distribution of resubstitution and leave-one-out error estimators for linear classifiers , 2009, Pattern Recognit..
[5] D. Freedman. On the Asymptotic Behavior of Bayes' Estimates in the Discrete Case , 1963 .
[6] László Györfi,et al. A Probabilistic Theory of Pattern Recognition , 1996, Stochastic Modelling and Applied Probability.
[7] A. Brix. Bayesian Data Analysis, 2nd edn , 2005 .
[8] John K Kruschke,et al. Bayesian data analysis. , 2010, Wiley interdisciplinary reviews. Cognitive science.
[9] Edward R. Dougherty,et al. Application of the Bayesian MMSE estimator for classification error to gene expression microarray data , 2011, Bioinform..
[10] Van,et al. A gene-expression signature as a predictor of survival in breast cancer. , 2002, The New England journal of medicine.
[11] Edward R. Dougherty,et al. Bayesian Minimum Mean-Square Error Estimation for Classification Error—Part II: Linear Classification of Gaussian Models , 2011, IEEE Transactions on Signal Processing.
[12] Yudong D. He,et al. A Gene-Expression Signature as a Predictor of Survival in Breast Cancer , 2002 .
[13] Edward R. Dougherty,et al. Exact Sample Conditioned MSE Performance of the Bayesian MMSE Estimator for Classification Error—Part I: Representation , 2012, IEEE Transactions on Signal Processing.
[14] D. Freedman,et al. On the consistency of Bayes estimates , 1986 .