In: Statistics and Probability
Refer to the accompanying data set and construct a 95% confidence interval estimate of the mean pulse rate of adult females; then do the same for adult males. Compare the results.
Males Females
84 78
71 95
49 56
63 64
53 54
61 82
51 81
75 88
54 89
62 57
69 36
59 65
62 86
78 74
80 75
65 64
65 68
94 77
45 61
86 61
71 82
63 83
74 68
74 71
54 84
68 90
56 87
77 89
71 91
66 91
63 71
93 91
57 80
63 79
56 74
57 56
71 101
69 76
81 78
56 75
Solution:-
Males | Females | ||
Mean | 66.65 | Mean | 75.7 |
Standard Error | 1.835389 | Standard Error | 2.132231 |
Median | 65 | Median | 77.5 |
Mode | 71 | Mode | 91 |
Standard Deviation | 11.60802 | Standard Deviation | 13.48541 |
Sample Variance | 134.7462 | Sample Variance | 181.8564 |
Kurtosis | -0.09654 | Kurtosis | 0.517674 |
Skewness | 0.488955 | Skewness | -0.64522 |
Range | 49 | Range | 65 |
Minimum | 45 | Minimum | 36 |
Maximum | 94 | Maximum | 101 |
Sum | 2666 | Sum | 3028 |
Count | 40 | Count | 40 |
95% confidence interval estimate of the mean pulse rate of adult females is C.I = (71.387, 80.013).
C.I = 75.7 + 2.023 × 2.1322
C.I = 75.7 + 4.31344
C.I = (71.387, 80.013)
95% confidence interval estimate of the mean pulse rate of adult males is C.I = ( 62.937, 70.363).
C.I = 66.65 + 2.023 × 1.8354
C.I = 66.65 + 3.713
C.I = ( 62.937, 70.363)
Since the 95% confidence interval estimate of the mean pulse rate of adult males and adult females does not overlap, hence the mean pulse rate of adult females and mean pulse rate of adult males is significantly different.