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Fuzzy statistics: hypothesis testing

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Abstract

Our method of estimation of parameters in statistics uses a set of confidence intervals producing a triangular shaped fuzzy number for the estimator. Using this fuzzy estimator in hypothesis testing produces a fuzzy test statistic and fuzzy critical values in fuzzy hypothesis testing. We show how these fuzzy sets may be used to derive the usual conclusion of: (1) reject the null hypothesis, or (2) do not reject the null hypothesis.

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References

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Correspondence to James J. Buckley.

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Buckley, J. Fuzzy statistics: hypothesis testing. Soft Comput 9, 512–518 (2005). https://doi.org/10.1007/s00500-004-0368-5

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  • DOI: https://doi.org/10.1007/s00500-004-0368-5

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