Statistics › Section E · Continuous random variables › Topic E.1

Probability density functions

Discrete variables list values and attach probabilities; measured quantities take any value in an interval, and no list can hold them. For continuous random variables, probability becomes geometry: the chance of an interval is the area under a curve.

In this topic

  • Probability becomes geometry
  • Why a single value has probability 0
  • The density function f(x)
  • Probability as area
  • Simple areas: rectangles and triangles
  • Worked example: the 10-minute bus
  • Worked example: a rising density
  • Reading the curve critically
  • Common mistakes to avoid
  • Key takeaways

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