Stepwise variable selection and maximum likelihood estimation of smoothing factors of kernel functions for nonparametric discriminant functions evaluated by different criteria
Tài liệu tham khảo
Wagner, 1978, Problems of medical diagnosis, Methods Inf. Med., 17, 55, 10.1055/s-0038-1636608
Fisher, 1936, The use of multiple measurements in taxonomic problems, Ann. Eugenics, 7, 179, 10.1111/j.1469-1809.1936.tb02137.x
Krzanowski, 1977, The performance of Fisher's linear discriminant function under non-optimal conditions, Technometrics, 19, 191, 10.2307/1268629
Ashikaga, 1981, Robustness of Fisher's linear discriminant function under two-component mixed normal models, J. Amer. Stat. Assoc., 76, 676, 10.2307/2287529
Remme, 1980, A simulative comparisoin of linear, quadratic and kernel discrimination, J. Stat. Comput. Simul., 11, 87, 10.1080/00949658008810396
Schmitz, 1981, Comparison of six discriminant analysis methods for mixtures of continuous and discrete variables
Victor, 1980, Medical diagnostics with nonparametric allocation rules, Metamedicine, 1, 85, 10.1007/BF00883521
Hermans, 1982
Hand, 1981
Aitchinson, 1976, Multivariate binary discrimination by the kernel method, Biometrika, 63, 413, 10.1093/biomet/63.3.413
Hand, 1983
Wegman, 1972, Nonparametric probability density estimation I: A summary of available methods, Technometrics, 14, 533, 10.2307/1267282
Habbema, 1978, Variable kernel density estimation in discriminant analysis, 178
Hand, 1981, Branch and bound in statistical data analysis, The Statistician, 30, 1, 10.2307/2987699
Habbema, 1974, A stepwise discriminant analysis program using density estimation, 101
Lachenbruch, 1975
Efron, 1982
Kittler, 1975, Mathematical methods of feature selection in pattern recognition, Int. J. Man-Mach. Stud., 7, 609, 10.1016/S0020-7373(75)80023-X
Draper, 1981
Pfeiffer, 1981, Parameter selection criteria and error of prediction in multiple regression analysis of arrhythmic pressure pulses, EDV Med. u. Biologie, 12, 15
Jain, 1978, On the optimal number of features in the classification of multivariate Gaussian data, Pattern Recognition, 10, 365, 10.1016/0031-3203(78)90008-0
Kittler, 1978, Feature set search algorithms
Goldstein, 1975, Selection of variables for the two-group multinomial classification problem, J. Amer. Stat. Assoc., 70, 776, 10.2307/2285436
Murray, 1977, A cautionary note on selection of variables in discriminant analysis, Appl. Stat., 26, 246, 10.2307/2346964
McKay, 1977, Simultaneous procedures for variable selection in multiple discriminant analysis, Biometrika, 64, 283, 10.1093/biomet/64.2.283
Fukunaga, 1980, A class of feature extraction criteria and its relation to the Bayes risk estimate, IEEE Trans. Inf. Theory, IT-26, 59, 10.1109/TIT.1980.1056140
Hilden, 1978, The measurement of performance in probabilistic diagnosis. II, Methods Inf. Med., 17, 227, 10.1055/s-0038-1636442
Hilden, 1978, The measurement of performance in probabilistic diagnosis. III, Methods Inf. Med., 17, 238, 10.1055/s-0038-1636443
Efron, 1983, Estimating the error rate of a prediction rule: Improvement on cross-validation, J. Amer. Stat. Assoc., 78, 316, 10.2307/2288636
Lachenbruch, 1968, Estimation of error rates in discriminant analysis, Technometrics, 10, 1, 10.2307/1266219
Spjotvoll, 1977, Alternatives in plotting Cp in multiple regression, Biometrika, 64, 1
Habbema, 1977, Selection of variables in discriminant analysis by F-statistic and error rate, Technometrics, 19, 487, 10.2307/1267890
Rencher, 1980, Bias in Wilks' in stepwise discriminant analysis, Technometrics, 22, 349, 10.2307/1268319
Büning, 1978
Kostner, G. M., Marth, E., Pfeiffer, K. P., and Wege, H. The evaluation of risk factors for cerebrovascular disorders (stroke) by stepwise discriminant analysis: A retrospective study. Submitted for publication.