Question

A factory hiring people to work on an assembly line gives job applicants a test of...

A factory hiring people to work on an assembly line gives job applicants a test of manual agility. This test counts how many strangely shaped pegs the applicant can fit into matching holes in a one-minute period. The table below summarizes data collected for 90 applicants - 45 men and 45 women:

Male Female
n 45 45
Mean 20.05 17.34
Std Dev 2.708 3.65

Find separate 90% confidence intervals for the average number of pegs males and females can correctly place (note: these intervals are one-sample intervals from previous material!). The appropriate t-critical point for both intervals is t = 1.68.

  • The 90% confidence interval for males is: lower limit = , upper limit =
  • The 90% confidence interval for females is: lower limit = , upper limit =
  • What do these intervals suggest about gender differences in manual agility?
    • The individual intervals suggest males place a greater mean number of pegs because the interval for this gender is greater than the interval for females.
    • The individual intervals suggest females place a greater mean number of pegs because the interval for this gender is greater than the interval for males.
    • The individual intervals suggest females place a greater mean number of pegs because most the interval for this gender is greater than the interval for males.
    • The individual intervals suggest males place a greater mean number of pegs because most of the interval for this gender is greater than the interval for females.
    • The individual intervals suggest no difference in the mean number of pegs placed by males & females because the two intervals overlap.

The intervals above didn't take into account a comparison between the two genders like a two-sample interval would have. To estimate the mean difference in the number of pegs correctly placed by the two genders, we can use the following formula: (¯y1−¯y2)±t√s21n1+s22n2(y¯1-y¯2)±ts12n1+s22n2

  • What type of samples were selected if the formula above is used?
    • independent samples
    • dependent samples
  • Calculate the 90% confidence interval using the t-critical point t = 1.664: lower limit = , upper limit =    (Round to 4 decimal places.)
  • Which of the following conclusions is correct for the interval calculated?
    • With 90% confidence, we estimate the mean number of pegs placed by males is more than the mean placed by females by some amount between the limits calculated above.
    • With 90% confidence, we estimate the mean number of pegs placed by females is more than the mean placed by males by some amount between the limits calculated above.
    • With 90% confidence, there is no evidence of a difference in the mean number of correctly placed pegs by the two genders.

Homework Answers

Answer #1

The 90% confidence interval for males is: lower limit = 19.3717, upper limit = 20.7283

The 90% confidence interval for females is: lower limit = 16.4258, upper limit = 18.2542

  • What do these intervals suggest about gender differences in manual agility?
    • The individual intervals suggest males place a greater mean number of pegs because the interval for this gender is greater than the interval for females.
  • What type of samples were selected if the formula above is used?
    • independent samples
  • Calculate the 90% confidence interval using the t-critical point t = 1.664: lower limit = 1.5827, upper limit =  3.8373 (Round to 4 decimal places.)
  • Which of the following conclusions is correct for the interval calculated?
    • With 90% confidence, we estimate the mean number of pegs placed by males is more than the mean placed by females by some amount between the limits calculated above.
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