The component of the Maxwell-Boltzmann velocity distribution is a centered normal random variable, so . Therefore
The same one-dimensional normal distribution hasBecause , the frequency variance and standard deviation are
The Doppler relation is the affine change of variablesTransforming the one-dimensional Maxwell-Boltzmann velocity distribution therefore gives the normalized thermal Doppler broadening profileThusThe measured Gaussian line width satisfies , so the temperature follows from
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