Description: 1 Introduction to Statistical Methods.- 2 Statistical Description of a Physical System.- 3 Overview of Classical Thermodynamics.- 4 Microcanonical Ensemble.- 5 Canonical Ensemble.- 6 The Classical Gas in the Canonical Formalism.- 7 The Grand Canonical and Pressure Ensembles.- 8 The Ideal Quantum Gas.- 9 The Ideal Fermi Gas.- 10 Free Bosons: Bose--Einstein Condensation; Photon Gas.- 11 Phonons and Magnons.- 12 Phase Transitions and Critical Phenomena: Classical Theories.- 13 The Ising Model.- 14 Scaling Theories and the Renormalization Group.- 15 Nonequilibrium Phenomena: I. Kinetic Methods.- 16 Nonequilibrium phenomena: II. Stochastic Methods.- Appendices.- A.1 Stirling's asymptotic series.- A.2 Gaussian integrals.- A.3 Dirac's delta function.- A.4 Volume of a hypersphere.- A.5 Jacobian transformations.- A.6 The saddle-point method.- A.7 Numerical constants.

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