Wednesday, January 25, 2012

Statistics (Decision Analytics) with Wouter Verbeke

  1. Chebyshev's theorum: (Page 65 in James R Evans (2010), Statistics, Data Analysis and Decision Modeling 4/e (International Edition), Pearson, New Jersey. ISBN 978-0-13-701903-8.
  2. Monte-Carlo simulations (P119)
  3. Issues of Notation
  4. Random variable: X
  5. Value of random variable: x
  6. prob. mass fxn: f(x)
  7. cumu. dist. fxn: F(x)
  8. sampling distribution of the mean- characterizes the populations of means
    1. of all possible samples of given size
    2. standard error of the mean- addresses certainty in mean, estimates standard deviation (which can't be known)
    3. if the population is normal, the sampling distribution is also normal

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