Quantile Based Relevation Transform and its Properties

Authors

  • Dileep Kumar Maladan Cochin University of Science and Technology
  • Paduthol Godan Sankaran Cochin University of Science and Technology
  • Narayanan Unnikrishnan Nair Cochin University of Science and Technology

DOI:

https://doi.org/10.6092/issn.1973-2201/8211

Keywords:

Relevation transform, Quantile function, Hazard quantile function, Mean residual quantile function, Proportional hazard model, Equilibrium distribution

Abstract

Relevation transform introduced by Krakowski (1973) is extensively studied in the literature. In this paper, we present a quantile based definition of the relevation transform and study its properties in the context of lifetime data analysis. We give important special cases of relevation transform in the context of proportional hazards and equilibrium models in terms of quantile function.

References

H. AKAIKE (1974). A new look at the statistical model identification. IEEE Transactions on Automatic Control, 19, no. 6, pp. 716–723.

R. E. BARLOW, F. PROSCHAN (1975). Statistical Theory of Reliability and Life Testing: Probability Models. Holt, Rinehart and Winston, New York.

L. A. BAXTER (1982). Reliability applications of the relevation transform. Naval Research Logistics, 29, no. 2, pp. 323–330.

S. CHUKOVA, B. DIMITROV, Z. KHALIL (1993). A characterization of probability distributions similar to the exponential. Canadian Journal of Statistics, 21, no. 3, pp. 269–276.

W. GILCHRIST (2000). Statistical Modelling with Quantile Functions. CRC Press, Abingdon.

E. GROSSWALD, S. KOTZ, N. L. JOHNSON (1980). Characterizations of the exponential distribution by relevation-type equations. Journal of Applied Probability, 17, no. 3, pp. 874–877.

J. R. M. HOSKING (1990). L-moments: analysis and estimation of distributions using linear combinations of order statistics. Journal of the Royal Statistical Society. Series B, pp. 105–124.

J. R. M. HOSKING, J. R.WALLIS (1997). Regional frequency analysis: An approach based on L-moments. Cambridge University Press, Cambridge.

N. L. JOHNSON, S. KOTZ (1981). Dependent relevations: Time-to-failure under dependence. American Journal of Mathematical and Management Sciences, 1, no. 2, pp. 155–165.

J. D. KALBFLEISCH, R. L. PRENTICE (2011). The Statistical Analysis of Failure Time Data, vol. 360. JohnWiley & Sons, New York.

M. KRAKOWSKI (1973). The relevation transform and a generalization of the gamma distribution function. Revue Française d’Automatique, Informatique, Recherche Opérationnelle, 7, no. V2, pp. 107–120.

C. D. LAI, M. XIE (2006). Stochastic Ageing and Dependence for Reliability. Springer Verlag, New York.

K. S. LAU, B. P. RAO (1990). Characterization of the exponential distribution by the relevation transform. Journal of Applied Probability, 27, no. 3, pp. 726–729.

J. F. LAWLESS (2003). Statistical Models and Methods for Lifetime Data. John Wiley & Sons, New York.

N. N. MIDHU, P. G. SANKARAN, N. U. NAIR (2013). A class of distributions with the linear mean residual quantile function and it’s generalizations. Statistical Methodology, 15, pp. 1–24.

G. S.MUDHOLKAR, D. K. SRIVASTAVA (1993). Exponentiated Weibull family for analyzing bathtub failure-rate data. IEEE Transactions on Reliability, 42, no. 2, pp. 299–302.

N. U. NAIR, P. G. SANKARAN (2009). Quantile-based reliability analysis. Communications in Statistics-Theory and Methods, 38, no. 2, pp. 222–232.

N. U. NAIR, P. G. SANKARAN, N. BALAKRISHNAN (2013). Quantile-Based Reliability Analysis. Springer, Birkhauser, New York.

N. U. NAIR, B. VINESHKUMAR (2011). Ageing concepts: An approach based on quantile function. Statistics & Probability Letters, 81, no. 12, pp. 2016–2025.

G. PSARRAKOS, A. DI CRESCENZO (2018). A residual inaccuracy measure based on the relevation transform. Metrika, 81, pp. 37–59.

P. G. SANKARAN, N. U. NAIR (2009). Nonparametric estimation of hazard quantile function. Journal of Nonparametric Statistics, 21, no. 6, pp. 757–767.

M. SHAKED, J. G. SHANTHIKUMAR (2007). Stochastic Orders. Springer Verlag, New York.

J. SHANTHIKUMAR, L.A. BAXTER (1985). Closure properties of the relevation transform. Naval Research Logistics, 32, no. 1, pp. 185–189.

W. J. ZIMMER, J. B. KEATS, F. WANG (1998). The Burr XII distribution in reliability analysis. Journal of Quality Technology, 30, no. 4, p. 386.

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Published

2018-12-21

How to Cite

Maladan, D. K., Sankaran, P. G., & Nair, N. U. (2018). Quantile Based Relevation Transform and its Properties. Statistica, 78(3), 197–214. https://doi.org/10.6092/issn.1973-2201/8211

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