This data is heights for 50 men and 50 women You want to kno

This data is heights for 50 men and 50
women. You want to know if the genders
differ in height.
What test do you use?
Perform the test and present your results.
HEIGHT (inches)
Women Men
60 62
72 67
59 65
62 69
63 72
61 75
72 77
69 68
67 70
68 71
71 74
57 69
59 67
61 72
65 73
63 71
68 71
66 70
66 70
67 63
64 67
62 69
61 73
66 70
65 70
69 69
72 67
70 65
68 69
68 72
66 75
67 77
67 68
65 70
66 71
67 74
67 69
64 67
68 72
63 73
62 71
68 71
67 70
69 70
66 63
66 67
68 69
83 73
60 70
64 70
This data is heights for 50 men and 50
women. You want to know if the genders
differ in height.
What test do you use?
Perform the test and present your results.
HEIGHT (inches)
Women Men
60 62
72 67
59 65
62 69
63 72
61 75
72 77
69 68
67 70
68 71
71 74
57 69
59 67
61 72
65 73
63 71
68 71
66 70
66 70
67 63
64 67
62 69
61 73
66 70
65 70
69 69
72 67
70 65
68 69
68 72
66 75
67 77
67 68
65 70
66 71
67 74
67 69
64 67
68 72
63 73
62 71
68 71
67 70
69 70
66 63
66 67
68 69
83 73
60 70
64 70

Solution

HERE, WE USE THE 2-SAMPLE T TEST.

*******************
Let

group 1 = women
group 2 = men


Formulating the null and alternative hypotheses,              
              
Ho:   u1 - u2   =   0  
Ha:   u1 - u2   =/   0  
At level of significance =    0.05          
As we can see, this is a    two   tailed test.      
Calculating the means of each group,              
              
X1 =    65.88          
X2 =    69.94          
              
Calculating the standard deviations of each group,              
              
s1 =    4.321942118          
s2 =    3.253945799          
              
Thus, the standard error of their difference is, by using sD = sqrt(s1^2/n1 + s2^2/n2):              
              
n1 = sample size of group 1 =    50          
n2 = sample size of group 2 =    50          
Thus, df = n1 + n2 - 2 =    98          
Also, sD =    0.765079694          
              
Thus, the t statistic will be              
              
t = [X1 - X2 - uD]/sD =    -5.30663672          
              
where uD = hypothesized difference =    0          
              
Now, the critical value for t is              
              
tcrit =    +/-   1.984467455
      
              
Thus, comparing t and tcrit, we decide to   WE REJECT THE NULL HYPOTHESIS.          
              
Also, using p values,              
              
p =    0.000000694557          
              
Comparing p < 0.05,    WE REJECT THE NULL HYPOTHESIS.          

There is significant evidence at 0.05 level that there is a difference between the mean heights of men and women. [conclusion]

 This data is heights for 50 men and 50 women. You want to know if the genders differ in height. What test do you use? Perform the test and present your results
 This data is heights for 50 men and 50 women. You want to know if the genders differ in height. What test do you use? Perform the test and present your results
 This data is heights for 50 men and 50 women. You want to know if the genders differ in height. What test do you use? Perform the test and present your results
 This data is heights for 50 men and 50 women. You want to know if the genders differ in height. What test do you use? Perform the test and present your results

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