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These are vast topics. You need to find some good books on statistical physics. There are many, some of them easy to read, some of them very hard to read but I do not know any really good one. I liked
Feynman's lectures on Physics, chapters 39-46
Franz Mandl, Statistical Physics,
Herbert Callen, Thermodynamics and Thermostatistics (chapters 15,16,17)
Landau and Lifshitz, Statistical Physics I, first chapters
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