Parallel coordinates for exploratory modelling analysis

Computational Statistics and Data Analysis

Volumn 43, Issue 4, 2003, Pages 553-564

  Unwin, Antony ^a   Volinsky, Chris ^b   Winkler, Sylvia ^a  

^a UNIVERSITY OF AUGSBURG   (Germany)

^b AT AND T LABS RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SOFTWARE; EXTRAPOLATION; GRAPH THEORY; MATHEMATICAL MODELS;

PARALLEL COORDINATE PLOTS;

DATA REDUCTION;

NUMERICAL MODEL;

EID: 0041562479     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-9473(02)00292-X     Document Type: Article

References (17)

1. Cook R.D. Weisberg S. Residuals and Influence in Regression 1982 Chapman - Hall London
2. Cook R.D. Weisberg S. An Introduction to Regression Graphics 1994 Wiley New York
3. Cook R.D. Weisberg S. Graphs in statistical analysis: is the medium the message? Amer. Statist. 53 1 1999 29-37
4. Cox D.R. Wermuth N. Multivariate Dependencies-Models, Analysis and Interpretation 1996 Chapman - Hall London
5. De Santis F. Spezzaferi F. Methods for default and robust Bayesian model comparison Internat. Statist. Rev. 67 3 1999 267-286
6. Fleming T.R. Harrington D.P. Counting Processes and Survival Analysis 1991 Wiley New York
7. Hoeting J. Raftery A.E. Madigan D. A method for simultaneous variable selection and outlier identification in linear regression CSDA 22 3 1996 251-270
8. Hoeting J. Madigan D. Raftery A.E. Volinsky C. Bayesian model averaging: a tutorial Statist. Sci. 14 4 1999 382-417 Corrected version available at http://www.stat.washington.edu/www/research/online/hoeting1999.pdf
9. Hofmann H. Exploring categorical data: interactive mosaic plots Metrika 51 1 2000 11-26
10. Inselberg A. Visual data mining with parallel coordinates Comput. Statist. 13 1 1998 47-63
11. Kass R.E. Raftery A.E. Bayes factors J. Amer. Statist. Assoc. 90 1995 773-795
12. Lindsey J.K. Applying Generalized Linear Models 1997 Springer New York
13. Madigan D. Raftery A. Model selection and accounting for model uncertainty in graphical models using Occam's window J. Amer. Statist. Assoc. 89 428 1994 1535-1546
14. Raftery, A.E., Madigan, D., Volinsky, C.T., 1996. Accounting for model uncertainty in survival analysis improves predictive performance. In: Bernardo Berger, J., Dawid, A., Smith, A. (Eds.), Bayesian Statistics, Vol. 5. Oxford University Press, Oxford, pp. 323-349.
15. Therneau T.M. Grambsch P.M. Modeling Survival Data 2000 Springer New York
16. Venables W.N. Ripley B.D. Modern Applied Statistics with S+ 3rd Edition 1999 Springer New York
17. Wegman E.J. Hyperdimensional data analysis using parallel coordinates J. Amer. Statist. Assoc. 85 1990 664-675