This international conference is being organized to provide a platform for researchers and practitioners to share and discuss recent advancements on statistical distributions and their applications, and to provide opportunities for collaborative work. The scopes of ICOSDA 2019 include, but not limited to statistical distributions and their applications; statistical modeling; high dimensional data analysis; Bayesian statistics and statistical distributions in the era of big data.