We consider the General Linear Model (GLM) which includes multivariate analysis of variance (MANOVA) and multiple linear regression as special cases. In practice, there are several widely used criteria for GLM: Wilks’ lambda, Bartlett–Nanda–Pillai test, Lawley–Hotelling Roy maximum root test. Limiting distributions first three mentioned tests known under different asymptotic settings. present p...

In this study, Wilks’ Λ (W), Hotelling-Lawley Trace (H) and Pillai’s (P) tests which are used in testing of statistically significance for canonical correlation coefficients were compared terms actual type I error rate. As a result 10000 simulation experiments conducted, when samples taken from multivariate distributions normal deviate slightly or moderately normality, the W test was conservati...

RATIONALE AND OBJECTIVE The set partitioning in hierarchical trees (SPIHT) wavelet image compression algorithm with the human visual system (HVS) quantization matrix was investigated using x-ray coronary angiograms. We tested whether the HVS quantization matrix for the SPIHT wavelet compression improved computer model/human observer performance in a detection task with variable signals compared...