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Basic Statistics for Data Analysis / Resources

Learner resource

Bias And Missing Evidence Checklist

Use

Use this before trusting a sample.

Checklist

  • Who is included?
  • Who is excluded?
  • Who did not respond?
  • Which measurements may be wrong?
  • Which values are missing?
  • Could missingness be related to the outcome?
  • Is the sample frame the same as the population?
  • Is survivorship bias possible?

Careful Sentence

This sample may not fully represent the population because ...