A new lifetime model with decreasing, increasing, bathtub-shaped, and upside-down bathtub-shaped hazard rate function

被引:5
作者
Bidram, Hamid [1 ]
Nadarajah, Saralees [2 ]
机构
[1] Univ Isfahan, Dept Stat, Esfahan, Iran
[2] Univ Manchester, Sch Math, Manchester M13 9PL, Lancs, England
关键词
exponential-geometric distribution; hazard rate function; Renyi entropy; stress-strength parameter; RENYI ENTROPY; FAILURE; FAMILY;
D O I
10.1080/02331888.2015.1006224
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
A new three-parameter distribution with decreasing, increasing, bathtub-shaped and upside-down bathtub-shaped hazard rate function is proposed. The new distribution encompasses some previously known distributions as special cases. Basic mathematical properties of the new distribution (including the moment-generating function, moments, order statistics properties, Renyi entropy and stress-strength parameter) are derived. Its parameters are estimated by the method of maximum likelihood. An application is illustrated using a real data set.
引用
收藏
页码:139 / 156
页数:18
相关论文
共 33 条
[11]  
GLASER RE, 1980, J AM STAT ASSOC, V75, P667
[12]   Generalized exponential distributions [J].
Gupta, RD ;
Kundu, D .
AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS, 1999, 41 (02) :173-188
[13]   Sparse kernel density estimations and its application in variable selection based on quadratic Renyi entropy [J].
Han, Min ;
Liang, Zhiping ;
Li, Decai .
NEUROCOMPUTING, 2011, 74 (10) :1664-1672
[14]   A NEW MODEL FOR A LIFETIME DISTRIBUTION WITH BATHTUB SHAPED FAILURE RATE [J].
HAUPT, E ;
SCHABE, H .
MICROELECTRONICS AND RELIABILITY, 1992, 32 (05) :633-639
[15]  
HOSKING JRM, 1990, J ROY STAT SOC B MET, V52, P105
[16]   Application of Renyi entropy for ultrasonic molecular imaging [J].
Hughes, M. S. ;
Marsh, J. N. ;
Arbeit, J. M. ;
Neumann, R. G. ;
Fuhrhop, R. W. ;
Wallace, K. D. ;
Thomas, L. ;
Smith, J. ;
Agyem, K. ;
Lanza, G. M. ;
Wickline, S. A. ;
McCarthy, J. E. .
JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2009, 125 (05) :3141-3145
[18]   SOME RESULTS FOR DISCRETE UNIMODALITY [J].
KEILSON, J ;
GERBER, H .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1971, 66 (334) :386-389
[19]   A new lifetime distribution [J].
Kus, Coskun .
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2007, 51 (09) :4497-4509
[20]   A modified Weibull distribution [J].
Lai, CD ;
Xie, M ;
Murthy, DNP .
IEEE TRANSACTIONS ON RELIABILITY, 2003, 52 (01) :33-37