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Probability distributions — Probability distributions 76 problems

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📘 Notes

The Discrete Random Variable (AS Statistics)

A random variable is a variable whose value is determined by chance.

1. Discrete Random Variables

A discrete random variable can take only certain values and these values occur randomly.

Examples include:

  • Number of heads when tossing a coin several times
  • Number of defective items in a sample
  • Number of goals scored in a football match

2. Probability Distribution

A probability distribution lists all possible values of a discrete random variable and the probability of each value.

\(x\) 0 1 2 3
\(P(X=x)\) 0.1 0.4 0.3 0.2

The probabilities must satisfy:

3. Properties of a Probability Distribution

  • Each probability satisfies \(0 \le p \le 1\).
  • The sum of all probabilities equals 1.
  • The variable can only take the listed values.
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