Fitting of Complementary Risk Models
The data set consists of the failure times of the air conditioning sys...
The unit interval data set consists of the failure times of the air co...
The mortality of retired people
The survival times of 73 patients with acute bone cancer
Variations in airborne exposure on the concentration of urinary metabo...
Complementary Burr-12 binomial distribution
Complementary Burr-12 geomatric distribution
Complementary Burr-12 negative binomial distribution
Complementary Burr-X binomial distribution
Complementary Burr-X geomatric distribution
Complementary Burr-X negative binomial distribution
Complementary exponentiated exponential binomial distribution
Complementary exponentiated exponential geomatric distribution
Complementary exponentiated exponential negative binomial distribution
Complementary exponentiated Weibull binomial distribution
Complementary exponentiated Weibull geomatric distribution
Complementary exponentiated Weibull negative binomial distribution
Complementary exponential binomial distribution
Complementary exponential geomatric distribution
Complementary exponential negative binomial distribution
Complementary Fisk binomial distribution
Complementary Fisk geomatric distribution
Complementary Fisk negative binomial distribution
Complementary Lomax binomial distribution
Complementary Lomax geomatric distribution
Complementary Lomax negative binomial distribution
Fitting of Complementary risk models
Complementary Weibull binomial distribution
Complementary Weibull geomatric distribution
Complementary Weibull negative binomial distribution
The survival times of guinea pigs infected
Evaluates the probability density function (PDF), cumulative distribution function (CDF), quantile function (QF), random numbers and maximum likelihood estimates (MLEs) of well-known complementary binomial-G, complementary negative binomial-G and complementary geometric-G families of distributions taking baseline models such as exponential, extended exponential, Weibull, extended Weibull, Fisk, Lomax, Burr-XII and Burr-X. The functions also allow computing the goodness-of-fit measures namely the Akaike-information-criterion (AIC), the Bayesian-information-criterion (BIC), the minimum value of the negative log-likelihood (-2L) function, Anderson-Darling (A) test, Cramer-Von-Mises (W) test, Kolmogorov-Smirnov test, P-value and convergence status. Moreover, some commonly used data sets from the fields of actuarial, reliability, and medical science are also provided. Related works include: a) Tahir, M. H., & Cordeiro, G. M. (2016). Compounding of distributions: a survey and new generalized classes. Journal of Statistical Distributions and Applications, 3, 1-35. <doi:10.1186/s40488-016-0052-1>.