From the Total Survey Error Framework to an Error Framework for Digital Traces of Humans

From the Total Survey Error Framework to an Error Framework for Digital Traces of Humans

ACM FAccT Conference via YouTube Direct link

Sampling

13 of 21

13 of 21

Sampling

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Classroom Contents

From the Total Survey Error Framework to an Error Framework for Digital Traces of Humans

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  1. 1 Introduction
  2. 2 Survey Guidelines
  3. 3 Typical Sources
  4. 4 Digital Traces
  5. 5 Computer Science and Social Science
  6. 6 Common Vocabulary
  7. 7 Construct
  8. 8 Target Population
  9. 9 Signals
  10. 10 Entities
  11. 11 What is it
  12. 12 Measurement and Representation
  13. 13 Sampling
  14. 14 Why the Survey Error Framework
  15. 15 Challenges
  16. 16 Measurement Representation
  17. 17 Natural Experiments
  18. 18 Coverage Error
  19. 19 Entity Selection Error
  20. 20 Data Preprocessing
  21. 21 Data Analysis

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