Abstract
Bounded continuous data, especially on the unit interval, are common in fields such as ecology, biology, economics, and public health. Examples include the fraction of vegetation cover, the proportion of family income spent on health plans, and the prevalence of chronic illness. These data often show a significant number of observations at the boundaries (i.e., zeros and/or ones). This re…