Classical physics is based upon our observations. It uses limits but it is not a statistical model. There is an exception and that has to do with wave motion.
Perhaps, you want to know how and why probability and statistics entered into physics. It all has to do with the nature and motion of electrons. The underlying problem is a description of the atom. Bohr's model of the atom suggests that electrons are projectiles that move around a central nucleus in a specific orbit. Unfortunately, Bohr's theory was only ever able to account for Hydrogen, and specifically, the evolution of line spectra from Hydrogen and H-like atoms. He did show, however, that the mechanism for generating photons was related to the quantum states of an electron. Once it was proven that electrons behave as waves, Shrodindger and Heisenberg decided to treat the motion of the electron as a wave, using a classical wave-equation.
Heisenberg theorized that it was impossible to measure the exact position of an electron without altering the measurement during the process. "Heisenberg's Uncertainty principle". He decided to alter our perception of the electron from a particle with a trajectory to a probability. If we can't know the exact motion of an electron, perhaps we can know its probable location... This model suggests that electrons are smeared out, into electron clouds, and quantum mechanics then describes the probability of finding electrons in certain regions around a nucleus.
I believe that quantum physics is a time consuming, sophisticated, and abstract probability theory. I don't like it. It should be noted that Einstein didn't like it either, and that he osticized himself from the main scientific commmunity as a result. He spent 20 years of his life trying to find a solution.
"God does not play dice"-Einstein.
If your having difficulty understanding how probability enters into the very foundation of science, you are not alone. Given that all of the diversity of our world reduces down to 114 or so elements, and then to protons, neutrons, and electrons in the atoms, it is hard to believe that suddenly we need a probability theory to understand that realm...
Quantum physics is valid as a probability theory, and it is highly succesful. And it should be. Given that any theory which is probable, has a degree of latitude, inherent in its construction. But is it close enough?