• DocumentCode
    1337901
  • Title

    Calculation of the binomial survivor function [reliability applications]

  • Author

    Bowerman, Paul N. ; Scheuer, Ernest M.

  • Author_Institution
    Jet Propulsion Lab., Pasadena, CA, USA
  • Volume
    39
  • Issue
    2
  • fYear
    1990
  • fDate
    6/1/1990 12:00:00 AM
  • Firstpage
    162
  • Lastpage
    166
  • Abstract
    A method is presented for calculating the binomial SF (cumulative binomial distribution), binfc(k;p,n), especially for a large n, beyond the range of existing tables, where conventional computer programs fail because of underflow and overflow, and Gaussian or Poisson approximations yield insufficient accuracy for the purpose at hand. This method is used to calculate and sum the individual binomial terms while using multiplication factors to avoid underflow; the factors are then divided out of the partial sum whenever it has the potential to overflow. A computer program uses this technique to calculate the binomial SF for arbitrary inputs of k, p, and n. Two other algorithms are presented to determine the value of p needed to yield a specified SF for given values of k and n and calculate the value where p=SF for a given k and n. Reliability applications of each algorithm/program are given, e.g. the value of p needed to achieve a stated k-out-of-n :G system reliability and the value of p for which k -out-of-n:G system reliability equals p
  • Keywords
    C listings; probability; reliability theory; statistical analysis; C programming language; binomial survivor function; computer programs; cumulative binomial distribution; k-out-of-n:G system; multiplication factors; overflow; reliability applications; underflow; Application software; Distributed computing; Gaussian approximation; Laboratories; Probability; Propulsion; Reliability engineering; Reliability theory; Statistical distributions; Statistics;
  • fLanguage
    English
  • Journal_Title
    Reliability, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9529
  • Type

    jour

  • DOI
    10.1109/24.55876
  • Filename
    55876