Question

In: Statistics and Probability

Statsitics question This exercise resembles the preceding exercise. The variables in this case are: 1) the...

Statsitics question

This exercise resembles the preceding exercise. The variables in this case are: 1) the gender of automobile drivers, 2) whether they have driven "many" miles in their lives or "few" miles, and 3) whether they have had "many" accidents or "few" accidents.

You are to use the elaboration model to test fully the following hypothesis about the impact of gender on number of automobile accidents:

Hypothesis: Men have more automobile accidents than do women.

In testing this hypothesis, complete the items that follow the data table.

SEX

MILES DRIVEN

# OF ACCIDENTS

N

Women

Few

Many

20

Women

Few

Few

180

Women

Many

Many

80

Women

Many

Few

20

Men

Few

Many

5

Men

Few

Few

45

Men

Many

Many

160

Men

Many

Few

40

1. Identify the independent and dependent variables in the hypothesis. Construct the bivariate table that tests this basic hypothesis. Be sure you follow the guidelines for effective table presentation and analysis discussed in Chapter 15. Interpret the results.

2. Construct the other two bivariate tables that examine the relationship of the control variable first to the independent variable and then to the dependent variable of the original hypothesis. Interpret the results.

3. Construct the trivariate table appropriate for assessing the effect of the control variable on the original relationship. Do this by presenting two versions of the original bivariate table, one for each attribute of the control variable. Analyze the results.

4. Which form of the elaboration model best represents the pattern of your results? Why?

Solutions

Expert Solution

Data :

Sex Miles Driven # Accidents N
Women Few Many 20
Women Few Few 180
Women Many Many 80
Women Many Few 20
Men Few Many 5
Men Few Few 45
Men Many Many 160
Men Many Few 40

1.

Independent Variables : Sex, Miles Driven

Dependent Variables : # Accidents N

Sex #Accidents
Women 20
Women 180
Women 80
Women 20
Men 5
Men 45
Men 160
Men 40

H0: Men and women having same average of accidents
Vs H1: Men and women have not same average of accidents

z-Test: Two Sample for Means:

where

Women Men
Mean 75 62.5
Known Variance 5700 4542
Observations 4 4
Hypothesized Mean Difference 0
z Critical two-tail 1.959964

at 95% confidence interval, value of Z critical is greater than level of significance 5% so we reject null hypothesis.

So Women do have number of accidents more than men.


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