Methods for imputation of missing values and their influence on the results of segmentation research
作者： Marcin Gąsior , Łukasz Skowron
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sci-hub.st 参考文章(14)
Kamila Migdał-Najman, Ocena jakości wyników grupowania – przegląd bibliografii Przegląd Statystyczny. ,vol. 58, pp. 281- 299 ,(2011)
J.L. Schafer, Analysis of Incomplete Multivariate Data ,(1997)
Malika Charrad, Nadia Ghazzali, Véronique Boiteau, Azam Niknafs, NbClust: An R Package for Determining the Relevant Number of Clusters in a Data Set Journal of Statistical Software. ,vol. 61, pp. 1- 36 ,(2014) , 10.18637/JSS.V061.I06
Roderick J. A. Little, Missing-Data Adjustments in Large Surveys Journal of Business & Economic Statistics. ,vol. 6, pp. 287- 296 ,(1988) , 10.1080/07350015.1988.10509663
Peter J. Rousseeuw, Silhouettes: a graphical aid to the interpretation and validation of cluster analysis Journal of Computational and Applied Mathematics. ,vol. 20, pp. 53- 65 ,(1987) , 10.1016/0377-0427(87)90125-7
Lawrence J. Hubert, Joel R. Levin, A general statistical framework for assessing categorical clustering in free recall. Psychological Bulletin. ,vol. 83, pp. 1072- 1080 ,(1976) , 10.1037/0033-2909.83.6.1072
S. S. Stevens, On the Theory of Scales of Measurement Science. ,vol. 103, pp. 677- 680 ,(1946) , 10.1126/SCIENCE.103.2684.677
S. Labovitz, Some Observations on Measurement and Statistics Social Forces. ,vol. 46, pp. 151- 160 ,(1967) , 10.2307/2574595
T. Calinski, J. Harabasz, A dendrite method for cluster analysis Communications in Statistics-theory and Methods. ,vol. 3, pp. 1- 27 ,(1974) , 10.1080/03610927408827101
DONALD B. RUBIN, Inference and missing data Biometrika. ,vol. 63, pp. 581- 592 ,(1976) , 10.1093/BIOMET/63.3.581