Question

# While job opportunities for men and women are considerably more balanced than they were 40 years...

While job opportunities for men and women are considerably more balanced than they were 40 years ago, the career aspirations may still differ. Is there a difference in majors chosen by men and women? Using the sample of 200 MBA students (in the data file), conduct a Chi Square Test of Independence to determine if one's choice of major is independent of their gender. Use a .05 significance level.

Choice

Gender Finance Leadership Marketing No Major

Men 12 12 4 36

Women 39 51 21 25

Pearson's Chi-squared test

X-squared = 29.941, df = 3, p-value = 1.42e-06

Since,in the question it wasnt mentioned whether men was 1 or 0,we have assumed men=0 and women=1.

Interpretation-Here the null hypothesis is :The attributes are independent of each other.

Since the p value <0.05,therefore,the null hypothesis is rejected at 5% level of significance.

Hence,here the choice of major and gender are not independent of each other.

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