Statistical analysis for Kumaraswamy's distribution based on record data

NADAR M., Papadopoulos A., KIZILASLAN F.

STATISTICAL PAPERS, vol.54, no.2, pp.355-369, 2013 (Journal Indexed in SCI) identifier identifier

  • Publication Type: Article / Article
  • Volume: 54 Issue: 2
  • Publication Date: 2013
  • Doi Number: 10.1007/s00362-012-0432-7
  • Title of Journal : STATISTICAL PAPERS
  • Page Numbers: pp.355-369
  • Keywords: Kumaraswamy's distribution, Record values, Bayes estimator, LINEX loss function, SE loss function, Prediction of future record values, GENERALIZED EXPONENTIAL-DISTRIBUTION, PROBABILITY DENSITY-FUNCTION, PREDICTION, INFERENCE, YIELD, MODEL, SYSTEMS, VALUES


In this paper we review some results that have been derived on record values for some well known probability density functions and based on m records from Kumaraswamy's distribution we obtain estimators for the two parameters and the future sth record value. These estimates are derived using the maximum likelihood and Bayesian approaches. In the Bayesian approach, the two parameters are assumed to be random variables and estimators for the parameters and for the future sth record value are obtained, when we have observed m past record values, using the well known squared error loss (SEL) function and a linear exponential (LINEX) loss function. The findings are illustrated with actual and computer generated data.