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http://dx.doi.org/10.5351/CKSS.2006.13.2.409

Nonparametric Tests for Grouped K-Sample Problem  

Park, Hyo-Il (Department of Statistics, Chong-ju University)
Publication Information
Communications for Statistical Applications and Methods / v.13, no.2, 2006 , pp. 409-418 More about this Journal
Abstract
We propose a nonparametric test procedure for the K-sample problem with grouped data. We construct the test statistics using the scores derived for the linear model based on likelihood ratio principle and obtain asymptotic distribution. Also we illustrate our procedure with an example. Finally we discuss some concluding remarks.
Keywords
Grouped data; K-sample problem; Nonparametric test; Permutation principle;
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1 Puri, M.L. and Sen, P.K. (1985). Nonparametric methods in general linear model. John Wiley and Sons, Inc., New York
2 Schott, J.R. (1997). Matrix analysis for Statistics. Wiley and Sons, Inc., New York
3 Billingsley, P. (1985). Probability and measure. 2nd Ed. John Wiley and Sons, Inc., New York
4 Brookmeyer, R and Crowley, J. (1982). A k -sample median test for censored data. Journal of American Statistical Association, Vol. 77, 378, 433-440   DOI
5 Chung, K.L. (1974). A course in probability theory. 2nd Ed. Academic Press, New York
6 Good, P. (2000). Permutation tests-A practical guide to resampling methods for testing hypotheses. Springer, New York
7 Hasselblad, V., Stead, A.G. and Galke, W. (1980). Analysis of coarsely grouped data from the lognormal distribution. Journal of American Statistical Association, Vol. 75, 771 -778   DOI
8 Heitjan, D.F. (1989). Inference from grouped continuous data: a review. Statistical Science, Vol. 4, 164-183   DOI   ScienceOn
9 Mardia, K.V., Kent, J.T. and Bibby, J.M. (1979). Multivariate Analysis. Academic Press, New York
10 Park, H.I. (1993). Nonparametric rank-order tests for right censored and grouped data in linear model. Communications in Statistics, Vol. 22, 3143-3158   DOI   ScienceOn
11 Puri, M.L. and Sen, P.K. (1971). Nonparametric methods in multivariate analysis. John Wiley and Sons, Inc., New York