  I give a concise introduction to some essential concepts of statistical
mechanics:
  1. Probability theory (constrained distributions, concentration theorem,
frequency estimation, hypothesis testing);
  2. Macroscopic systems in equilibrium (macrostate, thermodynamic variables,
entropy, first law, thermodynamic potentials, correlations);
  3. Linear response (Kubo formula).
