The Geometric Distribution (Edexcel A-Level Further Mathematics): Flashcards

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The Geometric Distribution
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Geometric distribution describes

Game: win/lose, play up to & including first win

Notation: geometric distribution

X∼Geo(p)X \sim \text{Geo}(p), pp=P(win), XX=trials to 1st win

Assumption 1: geometric distribution

Trials are independent

Assumption 2: geometric distribution

Fixed probability of success

P(X=n)P(X=n) for X∼Geo(p)X \sim \text{Geo}(p)

P(X=n)=(1−p)n−1pP(X=n)=(1-p)^{n-1}p

Meaning of P(X=n)P(X=n) in Geo(p)\text{Geo}(p)

n−1n-1 losses, then 1 win

P(X>n)P(X>n) for X∼Geo(p)X \sim \text{Geo}(p)

(1−p)n(1-p)^n

P(X≥n)P(X \geq n) using >> in Geo(p)\text{Geo}(p)

P(X>n−1)P(X > n-1)

P(X≤n)P(X \leq n) for Geo(p)\text{Geo}(p)

1−P(X>n)1 - P(X > n) or 1−(1−p)n1-(1-p)^n

P(a≤X<b)P(a \leq X < b) for Geo(p)\text{Geo}(p)

(1−p)a−1−(1−p)b−1(1-p)^{a-1}-(1-p)^{b-1}

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