Summary
This Faculty Early Career Development Program (CAREER) grant will contribute to advancing the nation’s leadership in data science by establishing new statistical methods for analyzing data that take the form of probability distributions rather than single numbers. In many modern scientific and engineering applications, including single cell biology, biotechnology, and advanced manufacturing, data are naturally represented by probability distributions, such as histograms or probability functions, describing variability within measurements. However, most current analytical methods reduce this ri
