Plans for Chapter 8 Statistical Inference Chapter objectives: Be able to understand and extrapolate from poll data. Learn how to find the standard deviation/standard error for a simple random sample of size n and for an average of n things, and how to apply these formulas. Show how confounding can arise unexpectedly in data analysis. Day 1: Review the basics of percents. Stress the difference between number and percent. Watch approximately the first 12 minutes of tape #10, Statistical Inference. Stop with the discussion of the relation of sample size to confidence interval in the Bureau of Labor Statistics unemployment survey. Discuss the meaning of the terms parameter and statistic - point out that parameters like p are usually unknown, but can be estimated by statistics like p hat. Assignment: read pp. 309-323 and do p. 333 #1, 2, 3, 4 Day 2: Recall (from the video) the related formulas for the standard deviation of the results from a random sample and for the standard error. Point out that a real poll using a multi-stage random sample will have a little different standard error. Discuss confidence intervals using recent examples of polls from the paper. Point out that since polls usually report results with 95% confidence, that 1 out of 20 polls will be off by more than the stated interval, but only 0.3% will be off by more than 1.5 times their confidence interval, and virtually none should be off by twice their confidence interval, unless there's a flaw in the poll (which may or may not be due to deliberate bias). Assignment: read pp. 323-329, do 1 and 2 on sheet M8b, and pp. 333-334 # 5, 6, 7, 9. Day 3: Watch the rest of tape #10. Contrast the estimation of population proportion and population means. Do problem #19, page 335 in detail for the class. Have the students try problem 3 on M8b and see the distinction between it and the first two problems. Assignment: Read pages 329-331, do pp. 336-337 # 22, 23, 27. Day 4: Go over the perils of data analysis by using sheets M8d1, M8d2, and M8d3. Have the students work in groups of 3. In each group have one student with each of the sheets try to decide which hospital they should go to. Then have them jointly make the decision. Allow time for class discussion - they won't all believe that two rights can add up to a wrong at first! Assignment: do pp. 339-340 # 35, 37.