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Probability distributions

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Exercises — Probability distributions

Exercises — Probability distributions

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tagsmatematica, classe/quinta, topic/distribuzioni-probabilita, moc, esercizio

20 lug 20261 min read

All the worked exercises of the chapter, in order of appearance in the book: hypergeometric distribution, discrete and continuous distributions with the cumulative distribution function, Shannon entropy, modular arithmetic and RSA cryptography.

  • Poker, two aces in five cards
  • Urn of 10 balls, full distribution
  • Quality control, hypergeometric vs binomial
  • Urn of 12 balls, mean and variance
  • Lottery, the quintet
  • Three sixes in ten dice rolls
  • Lifetime of a component
  • Gaussian exam mark
  • Mean and variance of a binomial
  • Calls to a switchboard
  • Mean of the exponential distribution
  • Entropy of a binomial
  • Study of the function -p log p
  • Entropy and Huffman coding
  • Coin versus die
  • Modular exponentiation with Fermat
  • Computing phi(36)
  • Modular inverse with extended Euclid
  • RSA with p=5 and q=7
  • Why Fermat’s little theorem

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