Due in no small part to the Herculean efforts of Thomas Bayes, a researcher arguably hundreds of years ahead of his time, a seminal contribution to multiple scientific fields is imminent. This paper investigates the significance initial conditions and the relationship shared with conditional probability via the Bayes theorem, via autocorrelation (trend) on a fractal basis to improve the odds of winning on any investment from 50% – 66%, 66% – 87% and 87% – 94%. Nevertheless, the intention of the author is to inspire research beyond the confines of financial economics and into every field where continuous data are prevalent. The author requests a US patent for the Bayes – Poincaré Financial Algorithm, following precedent set by the patent granted to Google for the PageRank Algorithm.
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