Sleeper Theorems

This inspired me to compile a list:
Since, I’m not a mathematician(pure/applied) I just compiled things from the blog post combining
with the comments:
* Bayes Theorem P(A|B) = P(B|A) *P(A)/P(B)

  • Jensen’s Inequality \psi(E(X)) <= E(\psi(X)) if \psi is a convex function and X is
    a random variable. Extends convexity from sums to integrals(aka discrete to continuous)
  • lto’s lemma: aka(Merton, Black and Scholes option pricing formula)
  • Complex analysis.. should i disqualify this as not a theorem??
  • Standard error of the mean.details link
  • Jordan Curve Theorem: A closed curve has an inside and an outside. (sounds obvious in 2D
    and 3D, perhaps with time as 4D, keeping options open is staying outside closed curves??)
  • kullback-leibler positivity:(no clue need to look up wolfram alpha or wikipedia)
  • Hahn-Banach Theorem (again needs searching)
  • Pigeon-Hole principle link here
  • Taylor’s theorem, (once again continuous function approximated by sum of discrete
    components/expressions) Used in:
  • Approximating any function with nth degree precision
  • Bounding the error term of an approximation
  • Decomposing functions into linear combinations of other functions
  • Kolmogorov’s Inequality for the maximum absolute value of the partial sums of a sequence of IID random variables.( the basis of martingale theory)
  • Karush-Kuhn-Tucker optimality conditions for nonlinear programming, link
    here
  • Envelope Theorem — from economics
  • Zorn’s lemma , also Axiom of Choice
  • Fourier Transform and Fast Fourier Transform
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