Introduces data collection and survey design for research studies, and the appropriate statistical methods for the corresponding data. Explores how sampling mechanisms determine the validity and scope of conclusions. Examines the impact of data sources and challenges presented by various forms of bias, confounding, and incomplete data in the context of linear models.