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Library AP Statistics Unit 3: Collecting Data
⁂   AP Statistics · Unit 3

3. Collecting Data

12–15% of the AP exam. Key topics: Population vs. sample; census vs. sample survey, Sampling methods: simple random sample (SRS), stratified random, cluster, systematic, Sources of bias: undercoverage, nonresponse bias, response bias, wording bias, Observational studies vs. experiments, Confounding variables and lurking variables, Principles of experimental design: control, randomization, replication, blinding, Placebo effect and control groups, Completely randomized designs, Randomized block designs, Matched pairs designs.

12–15% exam weight standard track

Unit 3: Collecting Data

Study guide content for this unit is being prepared. Check back soon for complete lesson notes, formula sheets, and worked examples.

Topics in this unit

  • Population vs. sample; census vs. sample survey
  • Sampling methods: simple random sample (SRS), stratified random, cluster, systematic
  • Sources of bias: undercoverage, nonresponse bias, response bias, wording bias
  • Observational studies vs. experiments
  • Confounding variables and lurking variables
  • Principles of experimental design: control, randomization, replication, blinding
  • Placebo effect and control groups
  • Completely randomized designs
  • Randomized block designs
  • Matched pairs designs