Inference for non-probability surveys

Introduction

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.

Literature

  • Meng
  • 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.

Slides

TBA

Exercises

TBA

Take home exercise

TBA

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