Stochastic ordering properties for systems with dependent identically distributed components (original) (raw)
Abstract
In this paper, we obtain ordering properties for coherent systems with possibly dependent identically distributed components. These results are based on a representation of the system reliability function as a distorted function of the common component reliability function. So, the results included in this paper can also be applied to general distorted distributions. The main advantage of these results is that they are distribution-free with respect to the common component distribution. Moreover, they can be applied to systems with component lifetimes having a non-exchangeable joint distribution.
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References (39)
- Samaniego FJ. On closure of the IFR class under formation of coherent systems. IEEE Transactions on Reliability 1985; R-34:69-72.
- Samaniego FJ. System signatures and their applications in engineering reliability. International Series in Operations Research and Management Science, Vol. 110. Springer: New York, 2007.
- Kochar S, Mukerjee H, Samaniego FJ. The 'signature' of a coherent system and its application to comparison among systems. Naval Research Logistics 1999; 46:507-523.
- Navarro J, Samaniego FJ, Balakrishnan N, Bhattacharya D. On the application and extension of system signatures in engineering reliability. Naval Research Logistics 2008; 55:313-327.
- Shaked M, Suarez-Llorens A. On the comparison of reliability experiments based on the convolution order. Journal of the American Statistical Association 2003; 98:693-702.
- Navarro J, Shaked M. Hazard rate ordering of order statistics and systems. Journal of Applied Probability 2006; 43:391-408.
- Navarro J, Rychlik T. Reliability and expectation bounds for coherent systems with exchangeable components. Journal of Multivariate Analysis 2007; 98:102-113.
- Navarro J, Rubio R. Computation of signatures of coherent systems with five components. Communications in Statistics Simulation and Computation 2010; 39:68-84.
- Navarro J, Rubio R. Comparisons of coherent systems using stochastic precedence. TEST 2010; 19:469-486.
- Navarro J, Rychlik T. Comparisons and bounds for expected lifetimes of reliability systems. European Journal of Operational Research 2010; 207:309-317.
- Navarro J, Samaniego FJ, Balakrishnan N. The joint signature of coherent systems with shared components. Journal of Applied Probability 2010; 47:235-253.
- Navarro J, Shaked M. Some properties of the minimum and the maximum of random variables with joint logconcave distributions. Metrika 2010; 3:313-317.
- Zhang Z. Ordering conditional general coherent systems with exchangeable components. Journal of Statistical Planning and Inference 2010; 140:454-460.
- Mi J. Limit of hazard rate function of coherent system with discrete life. Applied Stochastic Models in Business and Industry 2011; 27:551-556.
- Navarro J, Spizzichino F, Balakrishnan N. Applications of average and projected systems to the study of coherent systems. Journal of Multivariate Analysis 2010; 101:1471-1482.
- Zhao P, Li X, Balakrishnan N. Conditional ordering of k-out-of-n systems with independent but nonidentical components. Journal of Applied Probability 2008; 45:1113-1125.
- Zhao P, Balakrishnan N. Characterization of MRL order of fail-safe systems with heterogeneous exponential components. Journal of Statistical Planning and Inference 2009; 139:3027-3037.
- Zhao P, Balakrishnan N. MRL ordering of parallel systems with two heterogeneous components. Journal of Statistical Planning and Inference 2011; 141:631-638.
- Zhao P, Balakrishnan N. Some characterization results for parallel systems with two heterogeneous exponential components. Statistics 2011; 45:593-604.
- Quiggin J. A theory of anticipated utility. Journal of Economic Behavior and Organization 1982; 3:323-343.
- Yaari ME. The dual theory of choice under risk. Econometrica 1987; 55:95-115.
- Denneberg D. Premium calculation: why standard deviation should be replaced by absolute deviation. ASTIN Bulletin 1990; 20:181-190.
- Wang S. Insurance pricing and increased limits ratemaking by proportional hazards transforms. Insurance: Mathematics and Economics 1995; 17:43-54.
- Wang S. Premium calculation by transforming the layer premium density. ASTIN Bulletin 1996; 26:71-92.
- Wang S, Young VR. Ordering risks: expected utility theory versus Yaari's dual theory of risk. Insurance: Mathematics and Economics 1998; 22:145-161.
- Sordo MA, Suarez-Llorens A. Stochastic comparisons of distorted variability measures. Insurance: Mathematics and Economics 2011; 49:11-17.
- Khaledi BE, Shaked M. Stochastic comparisons of multivariate mixtures. Journal of Multivariate Analysis 2010; 101:2486-2498.
- Navarro J, Spizzichino F. Comparisons of series and parallel systems with components sharing the same copula. Applied Stochastic Models in Business and Industry 2010; 26:775-791.
- Barlow RE, Proschan F. Statistical Theory of Reliability and Life Testing. Silver Spring: MD: To Begin With, 1981.
- Agrawal A, Barlow RE. A survey of network reliability and domination theory. Operations Research 1984; 32:478-492.
- Navarro J, Ruiz JM, Sandoval CJ. Properties of coherent systems with dependent components. Communications in Statistics Theory and Methods 2007; 36:175-191.
- Navarro J, Guillamón A, Ruiz MC. Generalized mixtures in reliability modelling: applications to the construction of bathtub shaped hazard models and the study of systems. Applied Stochastic Models in Business and Industry 2009; 25:323-337.
- Shaked M, Shanthikumar JG. Stochastic Orders. Springer-Verlag: New York, 2007.
- Sordo MA. On the relationship of location-independent riskier order to the usual stochastic order. Statistics and Probability Letters 2009; 79:155-157.
- Belzunce F, Franco M, Ruiz JM, Ruiz MC. On partial orderings between coherent systems with different structures. Probability in the Engineering and Informational Sciences 2001; 15:273-293.
- Sordo MA, Ramos MA. Characterizations of stochastic orders by L-functionals. Statistical Papers 2007; 48:249-263.
- Shaked M, Sordo MA, Suárez-Llorens A. A class of location-independent variability orders, with applications. Journal of Applied Probability 2010; 47:407-425.
- Li X, Shaked M. A general family of univariate stochastic orders. Journal of Statistical Planning and Inference 2007; 137:3601-3610.
- Rodríguez-Lallena JA, Úbeda-Flores M. Multivariate copulas with quadratic sections in one variable. Metrika 2010; 72:331-349.