Making sense of multivariate data analysis

By J. Spicer. 2004

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Impact of Construction Workers’ Hazard Identification Skills on Their Visual Attention (2017, background): “Multivariate ANOVA tests a set of dependent variables simultaneously rather than one at a time, which helps prevent the inflating alpha (Type I error) problem (Spicer 2005).”
The Role of Entrepreneurial Passion and Creativity in Developing Entrepreneurial Intentions: Insights from American Homebrewers (2017, background): “…variable, the authors checked correlations among constructs, with only one correlation (between entrepreneurial passion and entrepreneurial intentions) being on the edge of the recommended threshold, yet still below the accepted 0.7 value (Anderson and Gerbing 1988; Hair et al. 2010; Spicer 2005).”
Exploring the basis of divergent selection for ‘temperament’ in domestic sheep (2008, background): “72, indicating that the structure of the data was suitable for factor analysis (Spicer, 2005).”
Seeing eye to eye? The academic writing needs of graduate and undergraduate students from students’ and instructors’ perspectives (2010, background): “In instances where the independent variables are categorical, or a mix of continuous and categorical, logistic regression is preferred (cf. discriminant analysis) (Howell, 2003; Spicer, 2004).”