Monday, May 1, 2017

Fun Fact #12: statistics facts you really should know ...



Picture from mines.edu




Everyone’s favorite subject J:10 questions for which it might be useful to know the answers…







1. What is a reasonably accurate method of estimating sample size for an experiment? Which of these would you need to do this estimation?
            An estimate of variability
            Power
            p-value
            useful effect size 

2. What is the difference between the following observational studies?
            Cohort
            Cross sectional
            Case control

3. Which of the study types in Q2 would best describe this study…
In a colony consisting of rhesus and pigtail macaques, look at the historical records and sort them into diarrhea and no-diarrhea groups.  Determine the proportion of rhesus and pigtails in each group.

4.  What is the dependent variable in Q3?   (hint – another term for dependent variable is outcome measure)

5. True or false: if statistical evaluation of your study results in you rejecting the null hypothesis, you can deduce that there is a meaningful effect of your treatment.

6. True or false: a high (ie larger #) p value reduces the chance of false negatives but increases the chance of false positives.

7.  You calculate the confidence interval (CI) for an experiment comparing the means of 2 samples using a p value of 0.05:  
  •  The CI does not span zero and 
  • The 2 values of the confidence interval are far apart



How would you interpret these 2 findings ?


8. Which of these are considered to be continuous data?
  • a. degree of liver fibrosis
  • b. liver enzyme values
  • c. fish species
  • d. # of dogs in each US State
  • e. number of male students in a classroom


9. Which of these statistical tests would generally be used on continuous data?
  • a.  ANOVA
  • b. Shapiro-Wilk Normality test
  • c. Students’ t test
  • d. Mann Whitney
  • e. Kruskal Wallis


10. If you are comparing the means of 4 samples with one dependent variable (data are continuous), which statistical test are you most likely to use?


Answers on the right sidebar: Q #12















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