“…This assessment of the relative effects is an essential part when testing, fine-graining, and building scientific theories. For example, in work and organizational psychology, the regression model has been used to better understand the effects of discrimination by coworkers and managers on workers’ well-being (Johnson et al, 2012); in sociology to assess the effects of the different dimensions of socioeconomic status on one’s attitude towards immigrants (Scheepers, Gijsberts, & Coenders, 2002); and in experimental psychology to make inferences regarding the effects of gender when hiring employees (Carlsson & Sinclair, 2017). Despite the extensive literature on statistical tools for linear regression analysis, methods for evaluating multiple hypotheses with equality and order constraints on the relative effects in a direct manner are still limited.…”