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Towards a theory of confidence intervals for system reliability. (English) Zbl 0769.62074

In a binary coherent system of nonrepairable components whose lifelengths have a distribution which is a member of the exponential family of distributions, approximate confidence intervals are obtained for the survivor function and the mean time to system failure. The intervals are obtained through inversion of the likelihood ratio test and are shown to be strongly consistent.
Reviewer: P.W.Jones (Keele)

MSC:

62N05 Reliability and life testing
62F25 Parametric tolerance and confidence regions
Full Text: DOI

References:

[1] Barlow, R. E.; Proschan, F., Statistical Theory of Reliability and Life Testing (1975), Holt, Rinehart and Winston: Holt, Rinehart and Winston New York · Zbl 0379.62080
[2] Buehler, R. J., Confidence intervals for the product of two binomial parameters, J. Amer. Statist. Assoc., 52, 482-493 (1957) · Zbl 0080.12703
[3] Butcher, A. C.; Lampkin, H.; Winterbottom, A., Transformations improving maximum likelihood confidence intervals for system reliability, Technometrics, 20, 467-473 (1978) · Zbl 0409.62095
[4] Easterling, R. G., Approximate confidence limits for system reliability, J. Amer. Statist. Assoc., 67, 220-222 (1972)
[5] El Mawaziny, A. H.; Buehler, R. J., Confidence limits for the reliability of series systems, J. Amer. Statist. Assoc., 62, 1452-1459 (1967)
[6] Fertig, K. W., Bayesian prior distributions for systems with exponential failure-time data, Ann. Math. Statist., 43, 1441-1448 (1972) · Zbl 0263.62063
[7] Gertsbakh, I., Confidence limits for highly reliable coherent systems with exponentially distributed component life, J. Amer. Statist. Assoc., 77, 673-678 (1982) · Zbl 0522.62080
[8] Grubbs, F. E., Approximate fiducial bounds for the reliability of a series system for which each component has an exponential time-to-fail distribution, Technometrics, 13, 865-871 (1971) · Zbl 0228.62060
[9] Hall, P., Chi squared approximations to the distribution of a sum of independent random variables, Ann. Probab., 11, 1028-1036 (1983) · Zbl 0525.60028
[10] Harris, B.; Soms, A. P., Theory and counterexamples for confidence limits on system reliability, Statist. Probab. Lett., 11, 411-417 (1991) · Zbl 0747.62100
[11] Johnson, N. L.; Kotz, S., Distributions in Statistics: Continuous Univariate Distributions - 1 (1970), Wiley: Wiley New York · Zbl 0213.21101
[12] Kraemer, H. C., One-sided confidence intervals for the quality indices of a complex item, Technometrics, 5, 400-403 (1963) · Zbl 0111.34101
[13] Lawless, J. F., Statistical Models and Methods for Life-time Data (1982), Wiley: Wiley New York · Zbl 0541.62081
[14] Lehmann, E. L., Theory of Point Estimation (1983), Wiley: Wiley New York · Zbl 0522.62020
[15] Lentner, M. M.; Buehler, R. J., Some inferences about gamma parameters with an application to a reliability problem, J. Amer. Statist. Assoc., 58, 670-677 (1963) · Zbl 0117.14201
[16] Liebermann, G. J.; Ross, S. M., Confidence intervals for independent exponential series systems, J. Amer. Statist. Assoc., 66, 837-840 (1971) · Zbl 0226.62023
[17] Madansky, A., Approximate confidence limits for the reliability of series and parallel systems, Technometrics, 7, 495-503 (1965)
[18] Madansky, A.; Olkin, I., Approximate confidence regions for constraint parameters, (Krishnaiah, P. R., Multivariate Analysis II (1969), Academic Press: Academic Press New York), 261-286
[19] Mann, N. R., A survey and comparison of methods for determining confidence bounds on system reliability from subsystem data, (Scheuer, E. M., Proceedings of the NATO Conference on Reliability Testing and Reliability Evaluation (1972), California State Univ. Press: California State Univ. Press Northridge, CA)
[20] Mann, N. R.; Grubbs, F. E., Approximately optimum confidence bounds on series system reliability for exponential time to failure data, Biometrika, 59, 191-204 (1972) · Zbl 0232.62039
[21] Mann, N. R.; Grubbs, F. E., Approximately optimum confidence bounds for system reliability based on component test data, Technometrics, 16, 335-347 (1974) · Zbl 0291.62130
[22] Mann, N. R.; Schafer, R. E.; Singpurwalla, N. D., Methods for Statistical Analysis of Reliability and Life Data (1974), Wiley: Wiley New York · Zbl 0339.62070
[23] Mastran, D. V.; Singpurwalla, N. D., A Bayesian estimation of the reliability of coherent structures, Oper. Res., 26, 663-672 (1978) · Zbl 0387.62080
[24] Myhre, J. M.; Rennie, M. W., Confidence bounds for reliability of coherent systems based on binomially distributed component data, (Basu, A. P., Reliability and Quality Control (1986), North-Holland: North-Holland Amsterdam), 265-280 · Zbl 0606.62113
[25] Myhre, J. M.; Rosenfeld, A. M.; Saunders, S. C., Determining confidence bounds for highly reliable coherent systems based on a paucity of component failures, Naval Res. Logist. Quart., 25, 213-227 (1978) · Zbl 0398.62080
[26] Myhre, J. M.; Saunders, S. C., On confidence limits for the reliability of systems, Ann. Math. Statist., 39, 1463-1472 (1968) · Zbl 0193.17801
[27] Myhre, J. M.; Saunders, S. C., Comparison of two methods of obtaining approximate confidence intervals for system reliability, Technometrics, 10, 37-49 (1968) · Zbl 0193.17801
[28] Myhre, J. M.; Saunders, S. C., Approximate confidence limits for complex systems with exponential component lives, Ann. Math. Statist., 42, 342-348 (1971) · Zbl 0218.62115
[29] Rosenblatt, J. R., Confidence limits for the reliability of complex systems, (Zelen, M., Statistical Theory of Reliability (1965), Univ. of Wisconsin Press: Univ. of Wisconsin Press Madison, WI), 115-148 · Zbl 0202.50003
[30] Sarkar, T. K., An exact lower confidence bound for the reliability of a series system where each component has an exponential time to failure distribution, Technometrics, 13, 535-546 (1971) · Zbl 0234.62049
[31] Sonkina, T. P.; Tyoskin, O. I., Confidence limits for the reliability of systems of elements connected in series, Tekh. Kibernetika, 3, 101-108 (1984), [In Russian] · Zbl 0646.62091
[32] Springer, M. D.; Thompson, W. E., Bayesian confidence limits for reliability of redundant systems when tests are terminated at first failure, Technometrics, 10, 29-36 (1968)
[33] Sudakov, R. S., On the question of interval estimation of the index of reliability of a sequential system, Engrg. Cybernetics, 12, 55-63 (1974)
[34] Thompson, W. E.; Chang, E. Y., Bayes confidence limits for reliability of redundant systems, Technometrics, 17, 89-93 (1975) · Zbl 0295.62039
[35] Winterbottom, A., Lower confidence limits for series system reliability from binomial data, J. Amer. Statist. Assoc., 69, 782-788 (1974) · Zbl 0291.62134
[36] Winterbottom, A., Asymptotic expansion to improve large sample confidence intervals for system reliability, Biometrika, 67, 351-357 (1980) · Zbl 0453.62088
[37] Winterbottom, A., The interval estimation of system reliability from component test data, Oper. Res., 32, 628-640 (1984) · Zbl 0562.62085
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