Inference for non-probability surveys
In week 42 we discussed model-assisted survey inference. This week we go one step further and discuss model-based approaches. A statistical model is used as the basis for performing inference; inclusion probabilities no longer play a role.
- Cornesse, C., Blom, A. G., Dutwin, D., Krosnick, J. A., De Leeuw, E. D., Legleye, S., … & Struminskaya, B. (2020). A Review of Conceptual Approaches and Empirical Evidence on Probability and Nonprobability Sample Survey Research. Journal of Survey Statistics and Methodology.
Take home exercise