A posteriori probability is derived from particular instances to a general principle or law, based upon actual observations or upon experimental data. Its truth cannot be logically argued from agreed definitions. One physical law that it applies is Newton’s universal law of gravitation. Newton purportedly made this discovery from observing ripening apples falling from trees. Ordinarily these events do not warrant any extraordinary perplexity, not until one apple happened to land on top of Newton’s head while sleeping under the tree. Personally, he did not think it was a serendipitous event for the headache he received but this discovery set the course for a rapid advancement of the scientific methods. For him, he might be at the wrong place at the wrong time. But for the progress of science, he was at right place, at the right time.
The falling apple has a posteriori probability of 1 for a nearby earthbound observer deducing the existence of gravity. But to a worm inside the apple, the a posteriori probability is zero since a free falling worm experiences no gravity. These two distinct probabilities became Einstein’s principle of equivalence between inertial mass and gravitational mass in the general theory of relativity. However, to some of the atmospheric gas molecules, they can experience different a posteriori probabilities depending on the directions of their changing velocities. Statistical mechanics of these different a posteriori probabilities allowed the creations of different cloud formations.


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