A fuzzy representation of random variables: An operational tool in exploratory analysis and hypothesis testing

@article{GonzlezRodrguez2006AFR,
  title={A fuzzy representation of random variables: An operational tool in exploratory analysis and hypothesis testing},
  author={Gil Gonz{\'a}lez-Rodr{\'i}guez and Ana Colubi and Mar{\'i}a Angeles Gil},
  journal={Computational Statistics & Data Analysis},
  year={2006},
  volume={51},
  pages={163-176}
}
A family of fuzzy representations of random variables is presented. Each representation transforms a real-valued random variable into a fuzzy-valued one. These representations can be chosen so that they lead to fuzzy random variables whose means capture different relevant information on the probability distribution of the original real-valued random variable. In this way, the means of the transformed fuzzy random variables can capture, for instance, immediate visual information about some key… CONTINUE READING

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Asymptotic and Bootstrap techniques for testing the expected value of a fuzzy random

  • M. 89–100. Montenegro, A. Colubi, M. R. Casals, M. A. Gil
  • 2004
Highly Influential
3 Excerpts

Asymptotic and Bootstrap techniques for testing the expected value of a fuzzy random variable

  • M. Montenegro, A. Colubi, M. R. Casals, M. A. Gil
  • Metrika
  • 2004
Highly Influential
3 Excerpts

Empirical discussions on the power associated with the triangular fuzzification of binomial populations

  • G. González-Rodríguez, A. Colubi
  • 2005
1 Excerpt

Empirical discussions on the power associated with the triangular fuzzification of binomial populations in two - sided tests

  • G. González-Rodríguez, A. Colubi
  • Abstracts IASC Third World Conference on Comp…
  • 2005
1 Excerpt

Strong law of large numbers for Banach space valued fuzzy random variables

  • F. N. Proske, M. L. Puri
  • Proceedings of Joint EUSFLAT-LFA,
  • 2005

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