Evaluating replicability of multiple linear regression results using the Jackknife technique

BEKİROĞLU G. N., Konyalioglu R., Karahan D.

MARMARA MEDICAL JOURNAL, cilt.26, sa.2, ss.63-67, 2013 (ESCI) identifier identifier

  • Yayın Türü: Makale / Derleme
  • Cilt numarası: 26 Sayı: 2
  • Basım Tarihi: 2013
  • Doi Numarası: 10.5472/mmj.2013.02499.1
  • Dergi Adı: MARMARA MEDICAL JOURNAL
  • Derginin Tarandığı İndeksler: Emerging Sources Citation Index (ESCI), Scopus, TR DİZİN (ULAKBİM)
  • Sayfa Sayıları: ss.63-67
  • Anahtar Kelimeler: Jackknife technique, Replicability, Multiple regression analysis, Pseudo R-2
  • Marmara Üniversitesi Adresli: Evet

Özet

Multiple linear regression analysis is a frequently used method, both in social sciences and health sciences. The question below becomes important when an estimation of Beta coefficients obtained from multiple linear regression analyses is applied to studies with small sample size. The question is, "Can we generalise Beta coefficients obtained regarding the whole population?". The aim of this study is to find the answer to this question by applying the Jackknife technique and review the relevant literature.