论文信息 - A Brief Bibliography of Statistical Classification Procedures: Decision-Theoretic Approach

A Brief Bibliography of Statistical Classification Procedures: Decision-Theoretic Approach

Abstract : This bibliography lists references pertaining to the classification problem based on a decision-theoretic approach. In spite of efforts to make it an exhaustive bibliography, this claim may not be justified. Any responsibility for any omissions rests solely with the author. Keywords: Discriminant analysis; Bayes rules; Empirical bayes; Gamma-minimax; Admissible; Probability of misclassification.

Lii-Yuh Leu | L. Leu

[1] M. Schervish. Linear discrimination for three known normal populations , 1984 .

[2] G. Kokolakis. On the expected probability of correct classification , 1981 .

[3] Ulrich Menzefricke,et al. Bayesian clustering of data sets , 1981 .

[4] Rangasami L. Kashyap,et al. Optimal feature selection and decision rules in classification problems with time series , 1978, IEEE Trans. Inf. Theory.

[5] T. Wojciechowski. The Empirical Bayes Classification Rules for Mixtures of Discrete and Continuous Variables , 1985 .

[6] Geoffrey J. McLachlan,et al. The bias of sample based posterior probabilities , 1977 .

[7] J. Marron. Optimal Rates of Convergence to Bayes Risk in Nonparametric Discrimination , 1983 .

[8] C. Tsokos,et al. Robustness of the Bayes optimal discriminant procedure with 0-1 loss , 1979 .

[9] O. J. Dunn,et al. Posterior probability estimators in classification simulations , 1980 .

[10] John Van Ness,et al. On the dominance of non-parametric Bayes rule discriminant algorithms in high dimensions , 1980, Pattern Recognit..

[11] Jack C. Lee,et al. A Note on Equal-Mean Discrimination , 1975 .

[12] U. Menzefricke. A decision-theoretic approach to variable selection in discriminant analysis , 1981 .

[13] J. Srivastava,et al. On the maximum likelihood classification rule for incomplete multivariate samples and its admissibility , 1972 .