Transport Theory Lecture Notes Part I: Statistical Mechanics in a Nutshell Contents: Some probability theory Constrained distributions random experiments, relative frequencies, constraints Concentration theorem a priori distribution, (meta-)probability for occurrence of relative frequencies, maximal point Frequency estimation variational equation, Lagrange multipliers, principle of insufficient ...