Abstract
In this paper, we introduce the Morgenstern type bivariate-generalized exponential distribution. This distribution is an extension of Morgenstern type bivariate exponential distribution (MTBED), and the marginal distributions are generalized exponential distribution. We study some properties of this bivariate distribution. Also, some distributional properties of concomitants of order statistics as well as record values for the MTBED are studied. Recurrence relations between moments of concomitants are also obtained.
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Ahsanullah, M.: Record Statistics. NOVA Science, Commack (1995)
Ahsanullah, M.: Records and concomitants. Bull. Malays. Math. Sci. Soc. 32(2), 101–117 (2009)
Ahsanullah, M., Shakil, M.: Characterizations of Rayleigh distribution based on order statistics and record values. Bull. Malays. Math. Sci. Soc. 36(3), 625–635 (2013)
Arnold, B.C., Balakrishnan, N., Nagaraja, H.N.: Records, Wiley Series in Probability and Statistics: Probability and Statistics. Wiley, New York (1998)
Bairamov, I.G., Bekçi, M.: Concomitant of order statistics in FGM type bivariate uniform distributions. İstatistik 2(2), 135–144 (1999)
Balasubramanian, K., Beg, M.I.: Concomitant of order statistics in Morgenstern type bivariate exponential distributions. J. Appl. Stat. Sci. 5(4), 233–245 (1997)
Barakat, H.M., Nigm, E.M., Elsawah, A.M.: Asymptotic distributions of the generalized and the dual generalized extremal quotient. Bull. Malays. Math. Sci. Soc. 36(3), 657–670 (2013)
Bdair, O.M., Raqab, M.Z.: Mean residual life of kth records under double monitoring. Malays. Math. Sci. Soc. 2, 23–38 (2013)
Bhattacharya, P.K.: Convergence of sample paths of normalized sums of induced order statistics. Ann. Stat. 2, 1034–1039 (1974)
Chacko, M., Thomas, P.Y.: Estimation of a parameter of Morgenstern type bivariate exponential distribution by ranked set sampling. Ann. Inst. Stat. Math. 60(2), 301–318 (2008)
Chacko, M., Thomas, P.Y.: Estimation of parameter of Morgenstern type bivariate exponential distribution using concomitants of order statistics. Stat. Methodol. 8(4), 363–376 (2011)
David, H.A., Nagaraja, H.N.: Concomitants of order statistics, in order statistics: theory & methods. In: Rao, C.R. (ed.) Handbook of Statistics, pp. 487–513. North-Holland, Amsterdam (1998)
D’Este, G.M.: A Morgenstern-type bivariate gamma distribution. Biometrika 68(1), 339–340 (1981)
Farlie, D.J.G.: The performance of some correlation coefficients for a general bivariate distribution. Biometrika 47, 307–323 (1960)
Gumbel, E.J.: Bivariate exponential distributions. J. Am. Stat. Assoc. 55, 698–707 (1960)
Gumbel, E.J.: Bivariate logistic distributions. J. Am. Stat. Assoc. 56, 335–349 (1961)
Gupta, R.D., Kundu, D.: Generalized exponential distributions. Aust. N. Z. J. Stat. 41(2), 173–188 (1999)
Johnson, N.L., Kotz, S.: On some generalized Farlie–Gumbel–Morgenstern distributions. Commun. Stat. 4, 415–427 (1975)
Houchens, R.L.: Record Value Theory and Inference. ProQuest LLC, Ann Arbor (1984)
Morgenstern, D.: Einfache Beispiele zweidimensionaler Verteilungen. Mitt. Math. Stat. 8, 234–235 (1956)
Nevzorov, V.B., Ahsanullah, M.: Some distributions of induced records. Biom. J. 42(8), 1069–1081 (2000)
Scaria, J., Nair, N.U.: On concomitants of order statistics from Morgenstern family. Biom. J. 41, 483–489 (1999)
Tahmasebi, S., Behboodian, J.: Information properties for concomitants of order statistics in Farlie–Gumbel–Morgenstern (FGM) family. Commun. Stat. Theory Methods 41(11), 1954–1968 (2012)
Tahmasebi, S., Behboodian, J.: Shannon information for concomitants of generalized order statistics in Farlie–Gumbel–Morgenstern (FGM) family. Bull. Malays. Math. Sci. Soc. 35(4), 975–981 (2012)
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The authors would like to thank the BMMSS editor and the anonymous referees for their constructive comments and suggestions that appreciably improved the quality of presentation of this manuscript.
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Communicated by Ataharul M. Islam.
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Tahmasebi, S., Jafari, A.A. Concomitants of Order Statistics and Record Values from Morgenstern Type Bivariate-Generalized Exponential Distribution. Bull. Malays. Math. Sci. Soc. 38, 1411–1423 (2015). https://doi.org/10.1007/s40840-014-0087-8
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DOI: https://doi.org/10.1007/s40840-014-0087-8