Statistical Inference

Website: Young Education
Kurs: Statistics
Buch: Statistical Inference
Gedruckt von: Guest user
Datum: Freitag, 25. September 2026, 01:05

1. Confidence Intervals

Learning outcomes
  • I can explain the purpose of confidence intervals.
  • I can calculate confidence intervals.
  • I can interpret confidence levels.
  • I can estimate population parameters.
  • I can communicate interval estimates.

2. Hypothesis Testing

Learning outcomes
  • I can formulate null and alternative hypotheses.
  • I can calculate test statistics.
  • I can interpret p-values.
  • I can make statistical decisions.
  • I can explain the conclusions of hypothesis tests.

3. Errors in Statistical Testing

Learning outcomes
  • I can distinguish between Type I and Type II errors.
  • I can explain statistical significance.
  • I can interpret significance levels.
  • I can evaluate statistical conclusions.
  • I can explain limitations of hypothesis testing.

4. Comparing Populations

Learning outcomes
  • I can compare two datasets statistically.
  • I can interpret differences between populations.
  • I can evaluate statistical evidence.
  • I can apply comparative statistical methods.
  • I can communicate statistical findings.

5. Interpreting Statistical Studies

Learning outcomes
  • I can critically evaluate statistical investigations.
  • I can identify misleading conclusions.
  • I can distinguish correlation from causation.
  • I can recognise limitations of statistical studies.
  • I can evaluate evidence using statistics.