Encyclopedia of statistics in behavioral science

TL;DR: The problems of, and best solutions for, outlying observations andMissing values are very dependent on the sizes of the experimental groups, and it is essential to test whether the individuals with missing values are otherwise indistinguishable from the remainder of the group.

TL;DR: A two-step (TS) clustering algorithm to enhance the original synthetic minority oversampling technique (SMOTE) algorithm for the unbalanced data classification and the principal component analysis (PCA) is proposed and applied in the field of high-dimensional unbalanced fault diagnosis data.

TL;DR: In this paper, the authors measured how the perceptual weighting of different features varies with the accuracy of information and with a listener's ability to exploit it, and found that the most accurate information was the most easily exploited information, whereas impact properties influenced more strongly hammer hardness perception.

TL;DR: A fully automatic interactive radio system is proposed, using audio-content and social network data as a backbone, and a novel distance metric between playlists is specified and tested.