On the Marshall–Olkin extended Weibull distribution

We study some mathematical properties of the Marshall–Olkin extended Weibull distribution introduced by Marshall and Olkin (Biometrika 84:641–652, 1997). We provide explicit expressions for the moments, generating and quantile functions, mean deviations, Bonferroni and Lorenz curves, reliability and Rényi entropy. We determine the moments of the order statistics. We also discuss the estimation of the model parameters by maximum likelihood and obtain the observed information matrix. We provide an application to real data which illustrates the usefulness of the model.

[1]  C. Caroni Testing for the Marshall–Olkin extended form of the Weibull distribution , 2010 .

[2]  D. Cox,et al.  The statistical analysis of series of events , 1966 .

[3]  Min Xie,et al.  Failure Data Analysis with Extended Weibull Distribution , 2007, Commun. Stat. Simul. Comput..

[4]  K. Song Rényi information, loglikelihood and an intrinsic distribution measure , 2001 .

[5]  E. Wright The Asymptotic Expansion of the Generalized Hypergeometric Function , 1935 .

[6]  Gauss M. Cordeiro,et al.  The beta modified Weibull distribution , 2010, Lifetime data analysis.

[7]  G. S. Mudholkar,et al.  Exponentiated Weibull family for analyzing bathtub failure-rate data , 1993 .

[8]  F. J. Vázquez-Polo,et al.  A new skew generalization of the normal distribution: Properties and applications , 2010, Comput. Stat. Data Anal..

[9]  E. Gómez-Déniz,et al.  Another generalization of the geometric distribution , 2010 .

[10]  Y. H. Abdelkader,et al.  Computing the moments of order statistics from nonidentical random variables , 2004 .

[11]  Chrysseis Caroni,et al.  Parametric Proportional Odds Frailty Models , 2007, Commun. Stat. Simul. Comput..

[12]  Saralees Nadarajah,et al.  The Kumaraswamy Weibull distribution with application to failure data , 2010, J. Frankl. Inst..

[13]  Narayanaswamy Balakrishnan,et al.  A General Purpose Approximate Goodness-of-Fit Test , 1995 .

[14]  B. Jørgensen Statistical Properties of the Generalized Inverse Gaussian Distribution , 1981 .

[15]  M. E. Ghitany,et al.  Marshall–Olkin Extended Lomax Distribution and Its Application to Censored Data , 2007 .

[16]  I. S. Gradshteyn,et al.  Table of Integrals, Series, and Products , 1976 .

[17]  Thong Ngee Goh,et al.  A modified Weibull extension with bathtub-shaped failure rate function , 2002, Reliab. Eng. Syst. Saf..

[18]  M. E. Ghitany,et al.  Marshall–Olkin extended weibull distribution and its application to censored data , 2005 .

[19]  Chin-Diew Lai,et al.  A flexible Weibull extension , 2007, Reliab. Eng. Syst. Saf..

[20]  RELIABILITY PROPERTIES OF EXTENDED LINEAR FAILURE-RATE DISTRIBUTIONS , 2007, Probability in the Engineering and Informational Sciences.

[21]  I. Olkin,et al.  A new method for adding a parameter to a family of distributions with application to the exponential and Weibull families , 1997 .