Robust Coplot Analysis

Communications in Statistics: Simulation and Computation

Volumn 45, Issue 5, 2016, Pages 1763-1775

  Atilgan, Yasemin Kayhan ^a  

^a HACETTEPE UNIVERSITY   (Turkey)

Author keywords

MAD correlation coefficient; Median; Multidimensional scaling; Outlier

Indexed keywords

COMMUNICATION; COMPUTER SIMULATION;

CORRELATION COEFFICIENT; MEDIAN; MEDIAN ABSOLUTE DEVIATION; MULTI-DIMENSIONAL SCALING; MULTIVARIATE DATA; OUTLIER; TWO DIMENSIONAL SPACES; TWO-GRAPHS;

STATISTICS;

EID: 84964619929     PISSN: 03610918     EISSN: 15324141     Source Type: Journal    
DOI: 10.1080/03610918.2013.875571     Document Type: Article

References (13)

1. Borg, I., Groenen, P. J. F. (2005). Modern Multidimensional Scaling. New York: Springer.
2. Bravata, D. M., Shojania, K.G., Olkin, I., Raveh, A. (2008). CoPlot:Atool for visualizing multivariate data in medicine. Statistics in Medicine 27:2234-2247.
3. Forero, P. A., Giannakis, G. B. (2011). Robust multi-dimensional scaling via outlier sparsity control. In: 45th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA. pp. 1183-1187.
4. Huang, H., Liao, W. (2012). A co-plot-based efficiency measurement to commercial banks. Journal of Software 7(10):2247-2251.
5. Lipshitz, G., Raveh, A. (1994). Application of the Co-plot method in the study of socioeconomic differences among cities: A basis for a differential development policy. Urban Studies 31:123-135.
6. Lipshitz, G., Raveh, A. (1998). Socio-economic differences among localities: A new method of multivariate analysis. Regional Studies 32(8):747-757.
7. Mahlberg, B., Raveh, A. (2012). Co-plot: A useful tool to detect outliers in DEA. Available at SSRN: http://ssrn.com/abstract=1999370 or http://dx.doi.org/10.2139/ssrn.1999370.
8. Raveh, A. (2000). The Greek banking system: Reanalysis of performance. European Journal of Operational Research 120:525-534.
9. Rousseeuw, P. A., Leroy, A. M. (1987). Robust Regression and Outlier Detection. New York:Wiley.
10. Shevlyakov, G., Smirnov, P. (2011). Robust estimation of the correlation coefficient: An attempt of survey. Austrian Journal of Statistics 40:147-156.
11. Spence, I., Lewandowsky, S. (1989). Robust multidimensional scaling. Psychometrika 54(3):501-513.
12. Talby, D., Feitelson, D. G., Raveh, A. (1999). Comparing logs and models of parallel workloads using the co-plot method. Lecture Notes in Computer Science 1659:43-66.
13. Weber, Y., Shenkar, O., Raveh, A. (1996). National and corporate cultural fit in mergers/acquisitions: An exploratory study. Management Science 42(8):1215-1227.