Sample interview questions: Can you describe any experience you have with analyzing and interpreting survey data using advanced statistical techniques in sociology research?
Sample answer:
Advanced Statistical Techniques Used:
- Causal Inference Techniques: Propensity score matching, instrumental variables, regression discontinuity design
- Latent Variable Modeling: Structural equation modeling, confirmatory factor analysis
- Multilevel Modeling: Hierarchical linear modeling, generalized estimating equations
- Bayesian Analysis: Bayesian hierarchical modeling, Markov chain Monte Carlo sampling
- Text Analysis Techniques: Latent Dirichlet allocation, topic modeling
Experience and Expertise:
- Led a research team that used propensity score matching to examine the causal effects of a social welfare program on employment outcomes, controlling for confounding variables.
- Utilized structural equation modeling to test a theoretical model of the antecedents and consequences of social support among older adults.
- Applied hierarchical linear modeling to analyze the mu… Read full answer
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