This article discusses the importance of multivariate data analysis and machine learning in understanding high-dimensional data in social and health sciences. It also highlights the potential benefits of integrating statistical modeling and machine learning for decision-making. The article calls for submissions for a special issue on multivariate modeling in the social and health sciences.
