1. Variables and Relations 1.1 Variables and Distributions 1.2 Relations 2. Notions of Structure 2.1 Statistical Notions of Structure 2.2 Taking Relations into Account 3. Processes and Process Frames 3.1 Historical and Repeatable Processes 3.2 Time Series and Statistical Processes 3.3 Stochastic Process Frames 4. Functional Models 4.1 Deterministic Models 4.2 Models with Stochastic Variables 4.3 Exogenous and Unobserved Variables 5. Functional Causality 5.1 Functional Causes and Conditions 5.2 Ambiguous References to Individuals 5.3 Isolating Functional Causes 6. Models and Statistical Data 6.1 Functional Models and Data 6.2 Experimental and Observational Data 6.3 Interventions and Reference Problems 7. Models with Event Variables 7.1 Situations and Events 7.2 Event Models with Time Axes 7.3 Dynamic Causality 8. Multilevel and Population-level Models 8.1 Conceptual Frameworks 8.2 Models of Statistical Processes 8.3 Functional Causality and Levels
Biography
G¨otz Rohwer is professor of methods of social research and statistics at the Ruhr-Universit¨at Bochum (Germany). He has published books and articles on statistical methods, in particular for longitudinal data analysis.
