Question

In: Statistics and Probability

The Bureau of Meteorology of the Australian Government provided the mean annual rainfall (in millimeters) in...

The Bureau of Meteorology of the Australian Government provided the mean annual rainfall (in millimeters) in Australia 1983–2002 as follows (http://www.bom.gov.au/ climate/change/rain03.txt) 499.2, 555.2, 398.8, 391.9, 453.4, 459.8, 483.7, 417.6, 469.2, 452.4, 499.3, 340.6, 522.8, 469.9, 527.2, 565.5, 584.1, 727.3, 558.6, 338.6 Construct a 99% two-sided confidence interval for the mean annual rainfall. Assume population is approximately normally distributed. Round your answers to 2 decimal places. less-than-or-equal-to mu less-than-or-equal-to

Solutions

Expert Solution

Values ( X ) Σ ( Xi- X̅ )2
499.2 32.49
555.2 3806.89
398.8 8968.09
391.9 10322.56
453.4 1608.01
459.8 1135.69
483.7 96.04
417.6 5760.81
469.2 590.49
452.4 1689.21
499.3 33.64
340.6 23378.41
522.8 858.49
469.9 556.96
527.2 1135.69
565.5 5184
584.1 8208.36
727.3 54662.44
558.6 4238.01
338.6 23994.01
Total 9376.5 156260.29

Mean X̅ = Σ Xi / n
X̅ = 9376.5 / 19 = 493.5
Sample Standard deviation SX = √ ( (Xi - X̅ )2 / n - 1 )
SX = √ ( 156260.29 / 19 -1 ) = 93.1726

Confidence Interval
X̅ ± t(α/2, n-1) S/√(n)
t(α/2, n-1) = t(0.01 /2, 19- 1 ) = 2.878 ( Critical value from t table )
493.5 ± t(0.01/2, 19 -1) * 93.1726/√(19)
Lower Limit = 493.5 - t(0.01/2, 19 -1) 93.1726/√(19)
Lower Limit = 431.98
Upper Limit = 493.5 + t(0.01/2, 19 -1) 93.1726/√(19)
Upper Limit = 555.02
99% Confidence interval is ( 431.98 , 555.02 )



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