1. Inquiry 1 written and oral reports are due in lab this week. No reflection due this week (9/29) Today: Inquiry 2 Proposals and Still More Statistics Samples vs Populations

2. Inquiry 2 proposals due in lab the week of 10/6 Groups of 3-5 people May use gadgets, chemicals, kits, etc

3. Inquiry 2 proposals due in lab the week of 10/6 Groups of 3-5 people May use gadgets, chemicals, kits, etc -https://uteach.utexas.edu/direct -Analytical/physical chemistry storeroom (order form) -Media kitchen (via chem storeroom) -Research Streams

4. Your inquiry 2 proposal must include some new information. Distribution of work Completed order forms (more next lecture)

5. Your inquiry 2 proposal must include some new information. Distribution of work Completed order forms (more next lecture) Proposals will not be approved until sources for all equipment and/or chemicals are secured. Orders will be placed during lab, after your proposal is approved.

6. Samples vs populations

7. Population- everything or everyone about which information is sought Sample- a subset of a population (that is hopefully representative of the population)

8. population sample

9. Population- U.S. census Dogs 1 – infinity Sample- Travis county Poodles Prime numbers

10. Why use a sample instead of a population?

11. Logistics

12. Why use a sample instead of a population? Logistics Cost

13. Why use a sample instead of a population? Logistics Cost Time

14. Samples: Random- each member of population has an equal chance of being part of the sample. or Representative- ensuring that certain parameters of your sample match the population.

15. Replicates: Technical vs Experimental Technical replicate- one treatment is divided into multiple samples. Experimental replicate- different, replicate, treatments are done to different samples.

16. Testing blood sugar levels after eating a Snickers:

17. Divide a participants blood into 3 samples and test blood sugar in each sample. Technical or Experimental replicate?

18. Testing blood sugar levels after eating a Snickers: Test 3 different people. Technical or Experimental replicate?

19. Testing blood sugar levels after eating a Snickers: Test the same person on 3 different days. Technical or Experimental replicate?

20. What sample size do you need?

21. It depends on the error you expect.

22. To determine an appropriate sample size, you need to estimate a few parameters. Means Standard Deviation Power: The probability that an experiment will have a significant (positive) result, that is have a p- value of less than the specified significance level(usually 5%).

23. This calculator will help you determine the appropriate sample size: http://www.stat.ubc.ca/~rollin/stats/ssize/n2.html

24. What sample size do you need? It depends on the error you expect. (So it is impossible to predict with 100% accuracy before the experiment is carried out.)

25. Inquiry 1 written and oral reports are due in lab this week. No reflection due this week (9/29) Today: Inquiry 2 Proposals and Still More Statistics Samples vs Populations