Log-normal distribution of the random variable VT

The TRIBUT procedure is based on the assumption that each vehicle has its individual time value VT. VT is a random variable that is log-normal distributed with the parameters σ (dispersion parameter) and µ (position parameter).

VT ~ LN(µ,σ2)

The logarithmic normal distribution is characterized by the following properties:

  • The median M of the logarithmic normal distribution is . 50% of all users use a higher time value than M, and the other 50% of users use a lower time value than M.
  • The expected value E is calculated as follows: .
  • The maximum of the probability density function (mode) is fmax = eµ-σ2.
  • The standard deviation of the logarithmic normal distribution is: .
  • The probability is equal to zero for negative values.

The figures show the density function (Illustration 109) and the distribution function (Illustration 110).

Logarithmic normal distributions

Illustration 109: Density function

Illustration 110: Distribution function