Course Content (Syllabus)
The main focus of this course is on the ecological inference problem, i.e. statistical inference from aggregate data. The course covers the following subjects: Data preparation for ecological analysis. Choice of statistical and spatial unit. Techniques and methods of ecological inference for 2x2 tables. Method of bounds. Regression methods. King's method and relevant techniques. The ecological inference problem for RxC tables. Elements of electoral geography. Geographic information systems. Thematic maps. Introduction to language R. Data manipulation in language R. Ecological inference techniques in language R. Introduction to Scholar and Zotero. Elements of academic writing.
Additional bibliography for study
King, Gary. 1997. A solution to the ecological inference problem : Reconstructing individual behavior from aggregate data. Princeton, N.J.: Princeton University Press.
King, Gary, Martin Abba Tanner, and Ori Rosen. 2004. Ecological inference : New methodological strategies. Analytical methods for social research. Cambridge ; New York: Cambridge University Press.