In: Statistics and Probability
1) A group of researchers would like to study the effect of electronic cigarettes (e-cigarettes) use on getting lung cancer. 500 subjects were randomly sampled from e-cigarettes users and 500 subjects were randomly sampled from non-users for monitoring. The incidence of lung cancer for the two groups are reported in the following contingency table.
Lung Cancer | No Lung Cancer | |
e-cigarette Users | 120 | 380 |
Non e-cigarette Users | 50 | 450 |
Based on this sample, what is an estimated population risk ratio of getting lung cancer between e-cigarette users and non-users (correct to 2 decimal places)?
A) 2.84
B) 0.35
C) Cannot be determined.
D) 2.40
2) A basket consists of 3 red balls and 2 white balls
which are identical in all other respects. 3 balls are chosen at
random with replacement. Let A be the event of obtaining at least 1
white ball. Let W represent the number of white balls obtained. For
example, P(W=1) is the chance of obtaining exactly one white ball.
Which of the following is equal to P(A)?
(I) P(W=1) x P(W=2) x P(W=3)
(II) 1 – P(W=0)
A) Neither (I) nor (II).
B) Only (II).
C) Both (I) and (II).
D) Only (I).
3) A researcher wants to investigate if excessive gaming in adolescents increases the risk of a child having Attention-Deficit/Hyperactivity Disorder (ADHD). A person who spends at least 6 hours on gaming per week is classified as a gamer; otherwise a non-gamer. For simplicity, assume that ADHD can be diagnosed quite accurately. If the researcher wants to do a cohort study, which of the following statements indicate how he should carry out his study?
A) He should randomly sample from “Gamer” and “Non-gamer” populations and compare r(ADHD | Gamer) with r(ADHD | Non-gamer)
B) He should randomly sample from “ADHD” and “no ADHD” populations and compare r(Gamer | ADHD) and r(Gamer | no ADHD).
C) He should randomly sample from “Gamer” and “Non-gamer” populations and compare r(Gamer | ADHD) with r(Non-gamer | ADHD).
D) He should randomly sample from “ADHD” and “no ADHD” populations and compare r(ADHD | Gamer) and r(no ADHD | Gamer).
4) Let E and F be two events in a sample space. Which of
the following statements is/are definitely true?
I) If P(E) + P(F) > 1 then E and F are not mutually
exclusive.
II) If E and F are mutually exclusive, then P(E) = P(F) =
0.5
A) Only (II).
B) Neither (I) nor (II).
C) Both (I) and (II).
D) Only (I).
5) Which of the following statements is/are true?
I) Cohort studies have no control group whereas case control
studies do.
II) Case control studies are better than cohort studies for rare
events/diseases.
A) Only I is true
B) Only II is true.
C) Both I and II are true
D) Neither I nor II are true.
*PLEASE TYPE YOUR ANSWER (NO SCREENSHOTS OR IMAGES). THANK YOU IN ADVANCE
Solution:
Risk ratio is given as as follows:
Where, CIe is cumulative incidence in exposed group and CIu is cumulative incidence in unexposed grouped.
In our question exposed group is e-cigarette users and unexposed group is non e-cigarette group.
CIe = Number of subjects who have the disease in exposed group/total number of subjects in exposed group
Number of subjects who have the disease in exposed group = 120
Total number of subjects in exposed group = 120 + 380 = 500
Hence, CIe = 120/500 = 0.24
CIu = Number of subjects who have the disease in unexposed group/total number of subjects in unexposed group
Number of subjects who have the disease in unexposed group = 50
Total number of subjects in unexposed group = 50+450 = 500
Hence, CIu = 50/500 = 0.10
Hence, Risk ratio = 0.24/0.10 = 2.40
The estimated value of population risk ratio is 2.40.