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  2. Gambler's ruin - Wikipedia

    en.wikipedia.org/wiki/Gambler's_ruin

    In statistics, gambler's ruin is the fact that a gambler playing a game with negative expected value will eventually go bankrupt, regardless of their betting system.. The concept was initially stated: A persistent gambler who raises his bet to a fixed fraction of the gambler's bankroll after a win, but does not reduce it after a loss, will eventually and inevitably go broke, even if each bet ...

  3. Optional stopping theorem - Wikipedia

    en.wikipedia.org/wiki/Optional_stopping_theorem

    Then the gambler's fortune over time is a martingale, and the time τ at which he decides to quit (or goes broke and is forced to quit) is a stopping time. So the theorem says that E[X τ] = E[X 0]. In other words, the gambler leaves with the same amount of money on average as when he started. (The same result holds if the gambler, instead of ...

  4. Martingale (probability theory) - Wikipedia

    en.wikipedia.org/wiki/Martingale_(probability...

    If p is less than 1/2, the gambler loses money on average, and the gambler's fortune over time is a supermartingale. If p is greater than 1/2, the gambler wins money on average, and the gambler's fortune over time is a submartingale. A convex function of a martingale is a submartingale, by Jensen's inequality.

  5. Local martingale - Wikipedia

    en.wikipedia.org/wiki/Local_martingale

    Let W t be the Wiener process and T = min{ t : W t = −1 } the time of first hit of −1. The stopped process W min{ t, T } is a martingale. Its expectation is 0 at all times; nevertheless, its limit (as t → ∞) is equal to −1 almost surely (a kind of gambler's ruin). A time change leads to a process

  6. Random walk - Wikipedia

    en.wikipedia.org/wiki/Random_walk

    This result has many names: the level-crossing phenomenon, recurrence or the gambler's ruin. The reason for the last name is as follows: a gambler with a finite amount of money will eventually lose when playing a fair game against a bank with an infinite amount of money. The gambler's money will perform a random walk, and it will reach zero at ...

  7. Why 'Ruined Orgasms' Can Feel Surprisingly Good - AOL

    www.aol.com/why-ruined-orgasms-feel-surprisingly...

    Take some time to debrief, too—if it turns out you both loved the experience, you can come up with even more wicked ways to spoil each other’s orgasms next time. You Might Also Like The Best ...

  8. St. Petersburg paradox - Wikipedia

    en.wikipedia.org/wiki/St._Petersburg_paradox

    It is a function of the gambler's total wealth w, and the concept of diminishing marginal utility of money is built into it. The expected utility hypothesis posits that a utility function exists that provides a good criterion for real people's behavior; i.e. a function that returns a positive or negative value indicating if the wager is a good ...

  9. 32 Ways You’re Ruining Your Home and Don't Even Know It - AOL

    www.aol.com/finance/32-ways-ruining-home-dont...

    If you want to go a step further, wipe down the rubber seals with a bleach solution at the same time — a 2018 study found that those often harbor sources of bacterial and fungal infections. Show ...