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The lifespan (in hours of continuous use) of a smartphone battery is a random variable \(X\) with expectation \(\mu=40\) and variance \(V=16\). We test a random sample of \(n=100\) batteries and denote their average lifespan by \(\overline{X}_{100}\).
  1. Calculate the variance of the sample mean \(V(\overline{X}_{100})\).
  2. Use the concentration inequality to bound the probability \(P(|\overline{X}_{100}-40|\ge 0.8)\).
  3. Bound the probability that the average lifespan is outside the interval \([39,41]\).

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