The beta generalized Rayleigh distribution with applications to lifetime data

被引:34
作者
Cordeiro, Gauss M. [1 ]
Cristino, Claudio T. [2 ]
Hashimoto, Elizabeth M. [3 ]
Ortega, Edwin M. M. [3 ]
机构
[1] Univ Fed Pernambuco, Dept Estat, BR-50740540 Recife, PE, Brazil
[2] Univ Fed Rural Pernambuco, Dept Estat & Informat, BR-50171900 Recife, PE, Brazil
[3] Univ Sao Paulo, Dept Ciencias Exatas, BR-13418900 Piracicaba, SP, Brazil
关键词
Beta generalized distribution; Generalized Rayleigh distribution; Information; Maximum likelihood estimation; Moment; Rayleigh; WEIBULL DISTRIBUTION; ORDER; RELIABILITY;
D O I
10.1007/s00362-011-0415-0
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
For the first time, we propose a new distribution so-called the beta generalized Rayleigh distribution that contains as special sub-models some well-known distributions. Expansions for the cumulative distribution and density functions are derived. We obtain explicit expressions for the moments, moment generating function, mean deviations, Bonferroni and Lorenz curves and densities of the order statistics and their moments. We estimate the parameters by maximum likelihood and provide the observed information matrix. The usefulness of the new distribution is illustrated through two real data sets that show that it is quite flexible in analyzing positive data instead of the generalized Rayleigh and Rayleigh distributions.
引用
收藏
页码:133 / 161
页数:29
相关论文
共 32 条
[1]   HOW TO IDENTIFY A BATHTUB HAZARD RATE [J].
AARSET, MV .
IEEE TRANSACTIONS ON RELIABILITY, 1987, 36 (01) :106-108
[2]  
[Anonymous], 2004, Far East Journal of Theoretical Statistics
[3]  
[Anonymous], J STAT COMPUTAT SIMU, DOI DOI 10.1080/00949650903436554
[4]  
[Anonymous], 1964, RELIABILITY ENG ARIN
[5]  
[Anonymous], 1986, Integrals and series: special functions
[6]  
BALAKRISHNAN N, 1985, SANKHYA SER B, V47, P161
[7]  
Barakat HM., 2004, STAT METHODS APPL, V13, P15
[8]  
Barlow RE, 1984, P CAN C APPL STAT
[9]   Reliability characteristics of the Maxwell distribution: A Bayes estimation study [J].
Bekker, A ;
Roux, JJJ .
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2005, 34 (11) :2169-2178
[10]   A generalized modified Weibull distribution for lifetime modeling [J].
Carrasco, Jalmar M. F. ;
Ortega, Edwin M. M. ;
Cordeiro, Gauss M. .
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2008, 53 (02) :450-462