poibin-package: The Poisson Binomial Distribution

Description Details Author(s) References Examples

Description

Implementation of both the exact and approximation methods for computing the cdf of the Poisson binomial distribution. It also provides the pmf, quantile function, and random number generation for the Poisson binomial distribution.

Details

This package was not yet installed at build time.

Index: This package was not yet installed at build time.

Author(s)

Yili Hong

Maintainer: Yili Hong <[email protected]>

References

Hong, Y. (2013). On computing the distribution function for the Poisson binomial distribution. Computational Statistics & Data Analysis, Vol. 59, pp. 41-51.

Examples

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   kk=0:10
   pp=c(.1,.2,.3,.4,.5)
   ppoibin(kk=kk, pp=pp, method = "DFT-CF",wts=rep(2,5))
   ppoibin(kk=kk, pp=pp, method = "RF",wts=rep(2,5))
   ppoibin(kk=kk, pp=pp, method = "RNA",wts=rep(2,5))
   ppoibin(kk=kk, pp=pp, method = "NA",wts=rep(2,5))
   dpoibin(kk=kk, pp=pp,wts=rep(2,5))
   qpoibin(qq=0:10/10,pp=pp,wts=rep(2,5))
   rpoibin(m=2,pp=pp,wts=rep(2,5))

Example output

 [1] 0.02286144 0.13517280 0.37211652 0.65383500 0.86212984 0.96181016
 [7] 0.99294500 0.99918348 0.99994720 0.99999856 1.00000000
 [1] 0.02286144 0.13517280 0.37211652 0.65383500 0.86212984 0.96181016
 [7] 0.99294500 0.99918348 0.99994720 0.99999856 1.00000000
 [1] 0.02812958 0.13669805 0.37078646 0.65398594 0.86019757 0.95840421
 [7] 0.99114093 0.99873860 0.99988766 0.99999400 0.99999981
 [1] 0.03486268 0.13825024 0.35840026 0.64159974 0.86174976 0.96513732
 [7] 0.99444416 0.99945199 0.99996698 0.99999879 0.99999997
 [1] 0.02286144 0.11231136 0.23694372 0.28171848 0.20829484 0.09968032
 [7] 0.03113484 0.00623848 0.00076372 0.00005136 0.00000144
 [1]  0  1  2  2  3  3  3  4  4  5 10
[1] 4 3

poibin documentation built on May 16, 2018, 5:06 p.m.