The generalized T Birnbaum-Saunders family

Genc A. İ.

STATISTICS, cilt.47, sa.3, ss.613-625, 2013 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 47 Sayı: 3
  • Basım Tarihi: 2013
  • Doi Numarası: 10.1080/02331888.2011.628021
  • Dergi Adı: STATISTICS
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.613-625
  • Anahtar Kelimeler: generalized t (GT) distribution, BirnbaumSaunders distribution, generalized BirnbaumSaunders distribution, positively skewed distribution, kurtosis, 60E05, 62H10, PARTIALLY ADAPTIVE ESTIMATION, LIFE DISTRIBUTIONS, REGRESSION-MODELS, INFERENCE, ROBUST
  • Çukurova Üniversitesi Adresli: Evet

Özet

In this work, we generalize the BirnbaumSaunders distribution using the generalized t distribution alternatively to the normal distribution. The newly defined family is positively skewed and contains distributions with different kurtosis and skewness. We study its properties and special cases and demonstrate its use on some real data sets considering the maximum-likelihood estimation procedure.