본문 바로가기
KERD
논문KCI 등재

A study on the bi-aspect procedure with location and scale parameters (Short Title: Bi-aspect procedure)

0

조회

0

다운로드

2

인용

0

참고문헌

키워드

주제분류경제학

초록

In this research we propose a new nonparametric test based on the bi-aspect procedure. We consider the hypothesis which deals with the location and scale parameters simultaneously and propose a new test statistic by choosing a suitable combining function. Then we consider to obtain the p-values by applying the permutation principle. We compare the efficiency among the combining functions by obtaining empirical powers through a simulation study. Then we discuss some interesting results in our procedure as concluding remarks.

Abstract

In this research we propose a new nonparametric test based on the bi-aspect procedure. We consider the hypothesis which deals with the location and scale parameters simultaneously and propose a new test statistic by choosing a suitable combining function. Then we consider to obtain the p-values by applying the permutation principle. We compare the efficiency among the combining functions by obtaining empirical powers through a simulation study. Then we discuss some interesting results in our procedure as concluding remarks.

참고문헌 (12)

  1. Brombin, C., "Multi-aspect procedures for paired data with application to biometric morphing", Communications in Statistics-Simulation and Computation, 40, pp.1~12 (2011)
  2. Efron, B., "Bootstrap methods : another look at the jackknife", Annals of Statistics, 7, pp.1~26 (1979)
  3. Fleming, T. R., "Supremum version of the logrank and generalized Wilcoxon statistics", Journal of American Statistical Society, 82, pp.312~320 (1987)
  4. Fisher, R. A., "Statistical Methods for Research Workers" (1925), Oliver & Boyd
  5. Good, P., "Permutation Tests-A Practical Guide to Resampling Methods for Testing Hypotheses, 2nd Ed." (2000), Springer
  6. Marozzi, M, "A bi-aspect nonparametric test for the two-sample location problem", Computational Statistics and Data Analysis, 46, pp.81~92 (2004)
  7. Marozzi, M, "Multivariate tri-aspect non-parametric testing", Journal of Nonparametric Statistics, 19, pp.269~282 (2007)
  8. Mood, A. M., "On the asymptotic efficiency of certain nonparametric two-sample tests", Annals of Mathematical Statistics, 25, pp.514~522 (1954)
  9. Park, H. I., "A nonparametric test procedure based on a group of quantile tests", Communications in Statistics-Simulation and Computation, 40, pp.759~783 (2011)
  10. Pesarin, F., "Multivariate Permutation Tests" (2001), Wiley
  11. Salmaso, L., "Multiple aspect testing for case-control designs", Metrika, 62, pp.331~340 (2005)
  12. Shao, J., "The Jackknife and Bootstrap" (1995), Springer

관련 논문AI추천

이 간행물의 다른 논문 (6건)