According to data from NOAA (National Oceanographic and Atmospheric Administration), monthly sea level fluctuation taken from the San Francisco Bay Area followed a confidence interval mm/year. If the standard deviation of the fluctuation is mm/year, how many years did the data cover?
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Since confidence intervals are constructed with the sample mean at its center, then X ˉ = 2 1 . 7 5 + 2 . 1 3 = 1 . 9 4 . Also, we must have X ˉ + z 0 . 0 2 5 ⋅ n σ = 2 . 1 3 , which implies n = ( σ ⋅ 2 . 1 3 − X ˉ z 0 . 0 2 5 ) 2 . Therefore the sample size is n = ( 3 . 6 4 7 8 ⋅ 2 . 1 3 − 1 . 9 4 1 . 9 6 ) 2 ≈ 1 4 1 6 . Since the sample size is monthly, then the data covered 118 years.