TY  - JOUR
TI  - Which Test is More Reliable for The Testing Statistical Significance of Canonical Correlation Coefficients?
AB  - In this study, Wilks’ Λ (W), Hotelling-Lawley Trace (H) andPillai’s Trace (P) tests which are used in testing of statisticallysignificance for canonical correlation coefficients werecompared in terms of actual type I error rate. As a result of10000 simulation experiments conducted, when samples weretaken from multivariate distributions which are normal anddeviate slightly or moderately from normality, the W test wasconservative in terms of protecting actual type I error rate inall cases. However, when there is excessively deviate fromnormality, actual type I error rates for the W test exceededthe upper limit of Bradley’s criterion (4.50-5.50%) almost inall cases. On the other hand, the H test and P test generallyobtained actual type I error rates which were outside Bradleylimits.
AU  - ALTAY, Yasin
AU  - Yiğit, Soner
DO  - 10.33724/zm.948879
PY  - 2021
JO  - Ziraat Mühendisliği
VL  - 0
IS  - 372
SN  - 1301-0891
SP  - 92
EP  - 100
DB  - TRDizin
UR  - http://search/yayin/detay/434648
ER  -