Graphical Models and Network Science
This course is a rapid introduction to the statistical modeling of social, biological and economical networks. Emphasis will be on statistical methodology and subject-matter-agnostic models, rather than on the specifics of different application areas. No prior experience with networks is expected, but familiarity with statistical modeling is essential.
Introduction to Computational Science, Introduction to Data Science
- Eric D. Kolaczyk and Gábor Csárdi, Statistical Analysis of Network Data with R (Springer, 2014; available electronically through SpringerLink)