Question

In: Statistics and Probability

1) A group of researchers would like to study the effect of electronic cigarettes (e-cigarettes) use...

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

Solutions

Expert Solution

Solution:

Risk ratio is given as as follows:

Where, CI​​​​​e is cumulative incidence in exposed group and CI​​​​​u is cumulative incidence in unexposed grouped.

In our question exposed group is e-cigarette users and unexposed group is non e-cigarette group.

CI​​​​​e = 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, CI​​​​​e = 120/500 = 0.24

CI​​​u = 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, CI​​​u = 50/500 = 0.10

Hence, Risk ratio = 0.24/0.10 = 2.40

The estimated value of population risk ratio is 2.40.


Related Solutions

Researchers would like to see if there is a difference in satisfaction levels in a group...
Researchers would like to see if there is a difference in satisfaction levels in a group of families’ use of service centers following a social service intervention. The data for this study is in the Excel data file, under the tab labeled Question 3. Conduct the t-test: Paired with Two-Sample for Means. Before intervention: 1.3 2.5 2.3 8.1 5 7 7.5 5.2 4.4 7.6 9 7.6 4.5 1.1 5.6 6.2 7 6.9 5.6 5.2 After intervention: 6.5 8.7 9.8 10.2...
Researchers studying the effect of diet on growth would like to know if a vegetarian diet...
Researchers studying the effect of diet on growth would like to know if a vegetarian diet affects the height of a child. Twelve students are randomly selected that are all 6-years old. The average height of these kids is 42.5 inches with a standard deviation of 3.8 inches. The average height of all 6-year old kids is found to be 45.75 inches. Conduct a hypothesis test to determine if there is overwhelming evidence at alpha = .05 that 6-year old...
A researcher would like to determine whether a new tax on cigarettes has had any effect...
A researcher would like to determine whether a new tax on cigarettes has had any effect on people’s behavior. During the year before the tax was imposed, stores located in rest areas on the state thruway reported selling an average of µ = 410 packs per day with σ = 60. The distribution of daily sales was approximately normal. For a sample of n = 9 days following the new tax, the researcher found an average of M = 386...
To study the effect the ecological impact of malaria, researchers in California measured the effect of...
To study the effect the ecological impact of malaria, researchers in California measured the effect of malaria on what distance an animal could run in 2 minutes. They used a sample of a local lizard species, Sceloporis occidentalis, collected in the field. They selected 15 lizards from those found to be infected with the malarial parasite Plasmodium mexicanum and 15 lizards found not infected. The distance each lizard could run in a time limit of 2 minutes was recorded in...
To study the effect the ecological impact of malaria, researchers in California measured the effect of...
To study the effect the ecological impact of malaria, researchers in California measured the effect of malaria on what distance an animal could run in 2 minutes. They used a sample of a local lizard species, Sceloporis occidentalis, collected in the field. They selected 15 lizards from those found to be infected with the malarial parasite Plasmodium mexicanum and 15 lizards found not infected. The distance each lizard could run in a time limit of 2 minutes was recorded in...
In a study, researchers wanted to measure the effect of alcohol in the development of the...
In a study, researchers wanted to measure the effect of alcohol in the development of the hippocampal region in adolescents. The researchers randomly selected 26 adolescents with alcohol use disorders to compare the hippocampal volumes in the alcoholic adolescents to the normal volume of 9.08 cubic centimeters. An analysis of the sample data revealed that the hippocampal volume was distributed normally with a mean of 8.35 cm cubed and a standard deviation of 1.67 cm cubed. a.   The researchers wanted...
In a study, researchers wanted to measure the effect of alcohol on the hippocampal region, the...
In a study, researchers wanted to measure the effect of alcohol on the hippocampal region, the portion of the brain responsible for long-term memory storage, in adolescents. The researchers randomly selected 19 adolescents with alcohol use disorders to determine whether the hippocampal volumes in the alcohol adolescents were less than the normal volume of 9.02 cm3. An analysis of the sample data revealed that the hippocampal volume is approximately normal with x=8.06 cm3 and s=0.7 cm3. Conduct the appropriate test...
In a​ study, researchers wanted to measure the effect of alcohol on the hippocampal​ region, the...
In a​ study, researchers wanted to measure the effect of alcohol on the hippocampal​ region, the portion of the brain responsible for​ long-term memory​ storage, in adolescents. The researchers randomly selected 13 adolescents with alcohol use disorders to determine whether the hippocampal volumes in the alcoholic adolescents were less than the normal volume of 9.02 cm3. An analysis of the sample data revealed that the hippocampal volume is approximately normal with x̅ = 8.09 cm3 and s = 0.8 0.8...
In a​ study, researchers wanted to measure the effect of alcohol on the hippocampal​ region, the...
In a​ study, researchers wanted to measure the effect of alcohol on the hippocampal​ region, the portion of the brain responsible for​ long-term memory​ storage, in adolescents. The researchers randomly selected 10 adolescents with alcohol use disorders to determine whether the hippocampal volumes in the alcoholic adolescents were less than the normal volume of 9.02 cm cubed. An analysis of the sample data revealed that the hippocampal volume is approximately normal with no outliers and x overbarequals8.11 cm cubed and...
In a​ study, researchers wanted to measure the effect of alcohol on the hippocampal​ region, the...
In a​ study, researchers wanted to measure the effect of alcohol on the hippocampal​ region, the portion of the brain responsible for​ long-term memory​ storage, in adolescents. The researchers randomly selected 12 adolescents with alcohol use disorders to determine whether the hippocampal volumes in the alcoholic adolescents were less than the normal volume of 9.02 cm cubedcm3. An analysis of the sample data revealed that the hippocampal volume is approximately normal with x overbarxequals=8.05 cm cubedcm3 and sequals=0.7 cm cubedcm3....
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT