The Almon two parameter estimator for the distributed lag models

ÖZBAY N., KAÇIRANLAR S.

JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, cilt.87, sa.4, ss.834-843, 2017 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 87 Sayı: 4
  • Basım Tarihi: 2017
  • Doi Numarası: 10.1080/00949655.2016.1229317
  • Dergi Adı: JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.834-843
  • Anahtar Kelimeler: Almon estimator, Almon Liu estimator, Almon ridge estimator, Almon two parameter estimator, finite distributed lag model, multicollinearity, REGRESSION
  • Çukurova Üniversitesi Adresli: Evet

Özet

The two parameter estimator proposed by ozkale and Kacranlar [The restricted and unrestricted two parameter estimators. Comm Statist Theory Methods. 2007;36(15):2707-2725] is a general estimator which includes the ordinary least squares, the ridge and the Liu estimators as special cases. In the present paper we introduce Almon two parameter estimator based on the two parameter estimation procedure to deal with the problem of multicollinearity for the distiributed lag models. This estimator outperforms the Almon estimator according to the matrix mean square error criterion. Moreover, a numerical example and a Monte Carlo simulation experiment are presented by using different estimators of the biasing parameters.