The Birthday Collision

Probability
Birthday Problem
Easy
Assuming equally likely birthdays, what is the smallest group size for which a shared birthday is more likely than not?
Hint 1

It is easier to calculate the probability that every birthday is different.

Hint 2

Multiply until the product falls below .

Show worked solution
  1. 1. Use the complement

    Compute the chance that all birthdays are distinct.

  2. 2. Form the product

    For people, the no-collision probability is a descending product.

  3. 3. Find the crossing

    At the product is about ; at it is about . Therefore is the first group size above .

Answer: 23

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