Question

In: Statistics and Probability

Independent random samples of professional football and basketball players gave the following information. Heights (in ft)...

Independent random samples of professional football and basketball players gave the following information.

Heights (in ft) of pro football players: x1; n1 = 45

6.31 6.51 6.50 6.25 6.50 6.33 6.25 6.17 6.42 6.33
6.42 6.58 6.08 6.58 6.50 6.42 6.25 6.67 5.91 6.00
5.83 6.00 5.83 5.08 6.75 5.83 6.17 5.75 6.00 5.75
6.50 5.83 5.91 5.67 6.00 6.08 6.17 6.58 6.50 6.25
6.33 5.25 6.65 6.50 5.83

Heights (in ft) of pro basketball players: x2; n2 = 40

6.08 6.57 6.25 6.58 6.25 5.92 7.00 6.41 6.75 6.25
6.00 6.92 6.83 6.58 6.41 6.67 6.67 5.75 6.25 6.25
6.50 6.00 6.92 6.25 6.42 6.58 6.58 6.08 6.75 6.50
6.83 6.08 6.92 6.00 6.33 6.50 6.58 6.85 6.50 6.58

(a) Use a calculator with mean and standard deviation keys to calculate x1, s1, x2, and s2. (Round your answers to three decimal places.)

x1 =
s1 =
x2 =
s2 =


(b) Let μ1 be the population mean for x1 and let μ2 be the population mean for x2. Find a 90% confidence interval for μ1μ2. (Round your answers to three decimal places.)

lower limit    
upper limit    

Solutions

Expert Solution

Values ( X ) Σ ( Xi- X̅ )2 Values ( Y ) Σ ( Yi- Y̅ )2
6.31 0.0174 6.08 0.1399
6.51 0.1102 6.57 0.0135
6.5 0.1037 6.25 0.0416
6.25 0.0052 6.58 0.0159
6.5 0.1037 6.25 0.0416
6.33 0.0231 5.92 0.2852
6.25 0.0052 7 0.2981
6.17 0.0001 6.41 0.0019
6.42 0.0586 6.75 0.0876
6.33 0.0231 6.25 0.0416
6.42 0.0586 6 0.2061
6.58 0.1616 6.92 0.2172
6.1 0.0096 6.83 0.1414
6.58 0.1616 6.58 0.0159
6.5 0.1037 6.41 0.0019
6.42 0.0586 6.67 0.05
6.25 0.0052 6.67 0.0467
6.67 0.2421 5.75 0.4956
5.91 0.0718 6.25 0.0416
6 0.0317 6.25 0.0416
5.83 0.1211 6.5 0.0021
6 0.0317 6 0.2061
5.83 0.1211 6.92 0.2172
5.08 1.2056 6.25 0.0416
6.75 0.3272 6.42 0.0012
5.83 0.1211 6.58 0.0159
6.17 0.0001 6.58 0.0159
5.75 0.1832 6.08 0.1399
6 0.0317 6.75 0.0876
5.75 0.1832 6.5 0.0021
6.5 0.1037 6.83 0.1414
5.83 0.1211 6.08 0.1399
5.91 0.0718 6.92 0.2172
5.67 0.2581 6 0.2061
6 0.0317 6.33 0.0154
6.08 0.0096 6.5 0.0021
6.17 0.0001 6.58 0.0159
6.58 0.1616 6.85 0.1568
6.5 0.1037 6.5 0.0021
6.25 0.0052 6.58 0.0159
6.33 0.0231 258.14 3.864
5.25 0.8612
6.65 0.2228
6.5 0.1037
5.83 0.1211
Total 278.02 5.8793 258.14 3.864

Part a)

Mean X̅ = Σ Xi / n
X̅ = 278.02 / 45 = 6.178
Sample Standard deviation SX = √ ( (Xi - X̅ )2 / n - 1 )
SX = √ ( 5.8793 / 45 -1 ) = 0.366

Mean Y̅ = ΣYi / n
Y̅ = 258.14 / 40 = 6.454
Sample Standard deviation SY = √ ( (Yi - Y̅ )2 / n - 1 )
SY = √ ( 3.864 / 40 -1) = 0.315


x1 = 6.178

s1 = 0.366

x2 = 6.454

s2 = 0.315

Part b)

Confidence interval :-

t(α/2, DF) = t(0.1 /2, 82 ) = 1.664



DF = 82


Lower Limit =
Lower Limit = -0.399
Upper Limit =
Upper Limit = -0.153
90% Confidence interval is ( -0.399 , -0.153 )



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