Clustering by response: CBR

Computational Statistics and Data Analysis

Volumn 24, Issue 2, 1997, Pages 193-215

  Hecker, Hartmut ^a   Wübbelt, Peter ^a  

^a HANNOVER MEDICAL SCHOOL   (Germany)

Author keywords

CART; Conceptual clustering; RECPAM; Tree analysis

Indexed keywords

COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; COMPUTER SOFTWARE; PARAMETER ESTIMATION; TREES (MATHEMATICS);

CONCEPTUAL CLUSTERING; MULTIDIMENSIONAL PREDICTOR VALUES; PERMUTATION TESTS; RESPONSE VARIABLE;

STATISTICAL TESTS;

CLUSTER ANALYSIS; TREE ANALYSIS;

EID: 0042544231     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-9473(96)00061-8     Document Type: Article

References (14)

1. Breiman, L., J.H. Friedman, R.A. Olshen and C.J. Stone, Classification and regression trees (Wadsworth, Belmont, California, 1984).
2. Ciampi, A., Generalized regression trees, Comput. Statist. Data Anal., 12 (1991) 57-78.
3. 2-tests, Biometrics (1954) 417-451.
4. Dieckmann, F., Validierung eines Verfahrens zur Identifizierung von Response-Clustern, Dissertation (Medizinische Hochschule Hannover, 1995).
5. Dixon, W.J., M.B. Brown, L. Engelmann and R.I. Jennrich, BMDP statistical software manual (University of California Press, Berkeley, 1990).
6. Fischer, D. and P. Langley, Conceptual clustering and its relation to numerical taxonomy, in: W.A. Gale (Ed.), Artificial intelligence and statistics (Addison-Wesley, Reading, MA, 1986) 77-116.
7. Guénoche, A., Clustering of concepts and monothetic classes, in: E. Diday and Y. Lechevallier (Eds.), Symbolic-numeric data analysis and learning (Nova Science Publishers, New York, 1991)335-345.
8. Grizzle, J.E., C.F. Starmer and G.G. Koch, Analysis of categorical data by linear models, Biometrics, 25 (1969) 489-504.
9. Hecker, H., A strategy for identifying clusters of similar response, in: O. Rienhoff, U. Piccolo and B. Schneider (Eds.). Expert systems and decision support in medicine (Springer, Berlin, 1988) 155-161.
10. Köhne, C.H., H. Hecker, P. Schöffsky, H. Wilke, U. Schubert and H.-J. Schmoll, Weekly high dose infusional 5-FU plus folinic acid has major impact on survival in patients with advanced colorectal cancer - results of a multivariate analysis using RECPAM, ASCO Proc. (1996), in press.
11. Kropf, S., Applicability of multivariate rank tests for the comparison of independent samples, Comput. Statist., 8 (1993) 71-85.
12. von Schweinitz, D., H. Hecker, D. Harms, U. Bode, P. Weinel, D. Bürger, R. Erttmann and H. Mildenberger, Complete resection before development of drug resistance is essential for survival from advanced hepatoblastoma - a report from the German Cooperative Pediatric Liver Tumor Study HB-89, J. Pediatric Surg., 30 (1995) 845-852.
13. Mehta, C. and N. Patel, StatXact-Turbo (CYTEL Software Corporation, Cambridge, 1992).
14. Wald, A., Sequential analysis (Wiley, London, 1947).