A general approach to classification problems
Tài liệu tham khảo
Aitchison, 1976, Multivariate binary discrimination by the kernel method, Biometrika, 63, 413, 10.1093/biomet/63.3.413
Chi, 1977, A simple histogram method for nonparametric classification
Glick, 1972, Sample-based classification procedures derived from density estimators, J. Amer. Statist. Assoc., 67, 116, 10.2307/2284709
Gordon, 1978, Asymptotically efficient solutions to the classification problem, Ann. Statist., 6, 515, 10.1214/aos/1176344197
Greblicki, 1982, A classification procedure using the multiple Fourier series, Inform. Sci., 26, 115, 10.1016/0020-0255(82)90036-6
Kiefer, 1961, On large deviations of the empiric DF of vector chance variables and a law of the iterated logarithm, Pacific J. Math., 11, 649, 10.2140/pjm.1961.11.649
Koffler, 1979, Non-parametric discrimination procedures for non-normal distributions, J. Stat. Comput. Simulation, 8, 281, 10.1080/00949657908810272
Lachenbruch, 1968, Estimation of error rates in discriminant analysis, Technometrics, 10, 1, 10.2307/1266219
Rogers, 1978, A finite sample distribution-free performance bound for local discrimination rules, Ann. Statist., 6, 506, 10.1214/aos/1176344196
Susarla, 1981, Estimation of a multivariate density function using delta sequences, Ann. Statist., 9, 347, 10.1214/aos/1176345400
Van Ryzin, 1966, Bayes risk consistency of classification procedures using density estimation, Sankhyā Ser. A, 28, 261
Vlachonikolis, 1980, Discriminant analysis with mixed binary and continuous variables
Wahba, 1977, Practical approximate solutions to linear operator equations when the data are noisy, SIAM J. Numer. Anal., 14, 4, 10.1137/0714044
Walter, 1979, Probability density estimation using delta sequences, Ann. Statist., 7, 328, 10.1214/aos/1176344617