Topic

Limit theorems

3 concepts and 30 practice problems on limit theorems, part of Probability and statistics.

3concepts
30exercises
≈ 2 hof study approx.

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Concepts

  • Chebyshev inequality 10 exercisesChebyshev's inequality bounds the probability P that a variable X deviates from its mean μ by more than k standard deviations σ,…
  • Law of large numbers 10 exercisesThe law of large numbers states that the average bar X_n of n independent observations of a variable X approaches its expectation…
  • Central limit theorem 10 exercisesThe central limit theorem states that the average bar X_n of n independent, identically distributed variables X, with mean μ and…