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Chebyshev subinterval polynomial approximations for continuous distribution functions

✍ Scribed by Hsien-Tang Tsai; Herbert Moskowitz


Publisher
John Wiley and Sons
Year
1989
Tongue
English
Weight
412 KB
Volume
36
Category
Article
ISSN
0894-069X

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✦ Synopsis


An algorithm for constructing a three-subinterval approximation for any continuous distribution function is presented in which the Chebyshev criterion is used, or equivalently, the maximum absolute error (MAE) is minimized. The resulting approximation of this algorithm for the standard normal distribution function provides a guideline for constructing the simple approximation formulas proposed by Shah [ 131. Furthermore, the above algorithm is extended to more accurate computer applications, by constructing a four-polynomial approximation for a distribution function. The resulting approximation for the standard normal distribution function is at least as accurate as, faster, and more efficient than the six-polynomial approximation proposed by Milton and Hotchkiss [ 111 and modified by Milton [ 101.


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