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Course Criteria
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2.00 - 3.00 Credits
Enrollment limited to first-year Sociology doctoral students. Basic math and statistics. Types of variables, how to recode and transform variables, and how to manage different types of data sets. Introduction to statistical packages and programming. 2-3 units, Aut (Levanon, A; Ku, M)
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3.00 Credits
Preference to Sociology doctoral students. The general linear model for discrete and continuous variables. Introduction to model selection, the principles of estimation, assessment of fit, and modeling diagnostics. Enrollment limited to 15. Prerequisites: 281A,B or equivalents. 3-6 units, Win (Tuma, N)
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3.00 Credits
Required for Ph.D. in Sociology; enrollment limited to first-year Sociology doctoral students. The rationale for and interpretation of static and dynamic models for the analysis of discrete variables. Prerequisites: 281A,B and 382, or equivalents. 4-5 units, Spr (Zhou, X)
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2.00 - 5.00 Credits
Two-week intensive introduction to new statistical approaches. Emphasis is on applications. Topics may include network models, multilevel models, latent class models, mixed methods, new qualitative methods, growth models, geostatistical tools, surveybased experiments, new methods for estimating causal effects, webbased surveys, advanced discrete choice models, and diffusion models. 2-5 units, Sum (Grusky, D)
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1.00 Credits
Workshop on research methods. Ongoing student research, methodological problems, and possible solutions. 1-2 units, Aut (Staff)
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1.00 - 2.00 Credits
Continuation of 385A. 1-2 units, Win (England, P)
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3.00 - 5.00 Credits
Analysis of categorical data with log-linear and negative binomial models. Measures of fit and hypothesis testing. 3-5 units, not given this year
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3.00 - 5.00 Credits
Research designs that incorporate qualitative and quantitative analyses in a single project. The tension between thinking case-wise and variable-wise; how the focus on relationships between variables that is the hallmark of the quantitative approach can be brought into qualitative work. 3-5 units, not given this year
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1.00 - 5.00 Credits
May be repeated for credit. 1-5 units, Aut (Staff), Win (Staff), Spr (Staff), Sum (Staff)
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1.00 - 5.00 Credits
May be repeated for credit. 1-5 units, Aut (Staff), Win (Staff), Spr (Staff), Sum (Staff)
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