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  2. Baum–Welch algorithm - Wikipedia

    en.wikipedia.org/wiki/Baum–Welch_algorithm

    which is the probability of being in state and at times and + respectively given the observed sequence and parameters . The denominators of γ i ( t ) {\displaystyle \gamma _{i}(t)} and ξ i j ( t ) {\displaystyle \xi _{ij}(t)} are the same ; they represent the probability of making the observation Y {\displaystyle Y} given the parameters θ ...

  3. Maximum likelihood estimation - Wikipedia

    en.wikipedia.org/wiki/Maximum_likelihood_estimation

    The maximum likelihood estimator selects the parameter value which gives the observed data the largest possible probability (or probability density, in the continuous case). If the parameter consists of a number of components, then we define their separate maximum likelihood estimators, as the corresponding component of the MLE of the complete ...

  4. Secretary problem - Wikipedia

    en.wikipedia.org/wiki/Secretary_problem

    Graphs of probabilities of getting the best candidate (red circles) from n applications, and k/n (blue crosses) where k is the sample size. The secretary problem demonstrates a scenario involving optimal stopping theory [1] [2] that is studied extensively in the fields of applied probability, statistics, and decision theory.

  5. Guess 2/3 of the average - Wikipedia

    en.wikipedia.org/wiki/Guess_2/3_of_the_average

    In game theory, "guess ⁠ 2 / 3 of the average" is a game where players simultaneously select a real number between 0 and 100, inclusive. The winner of the game is the player(s) who select a number closest to ⁠ 2 / 3 of the average of numbers chosen by all players.

  6. With high probability - Wikipedia

    en.wikipedia.org/wiki/With_high_probability

    In mathematics, an event that occurs with high probability (often shortened to w.h.p. or WHP) is one whose probability depends on a certain number n and goes to 1 as n goes to infinity, i.e. the probability of the event occurring can be made as close to 1 as desired by making n big enough.

  7. Template:Probability distributions - Wikipedia

    en.wikipedia.org/wiki/Template:Probability...

    Main page; Contents; Current events; Random article; About Wikipedia; Contact us; Help; Learn to edit; Community portal; Recent changes; Upload file

  8. USMLE Step 1 - Wikipedia

    en.wikipedia.org/wiki/USMLE_Step_1

    The USMLE parent organizations, including the AAFP, AMSA, [29] and AAMC wrote letters to the USMLE recommended broad, systemic changes to the medical program including changing Step 1 to Pass/Fail. "The current overemphasis on USMLE Step 1 is having an overwhelmingly negative impact on students. This should be addressed immediately.

  9. National Board of Medical Examiners - Wikipedia

    en.wikipedia.org/wiki/National_Board_of_Medical...

    The National Board of Medical Examiners (NBME), founded in 1915, is a United States non-profit which develops and manages assessments of student physicians. Known for its role in developing the United States Medical Licensing Examination (USMLE) in partnership with the Federation of State Medical Boards (FSMB), USMLE examinations for medical students and residents are used by medical licensing ...

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