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An Application of the Residue Calculus: The Distribution of the Sum of Nonhomogeneous Gamma Variates
- Source :
- The American Statistician. 63:37-39
- Publication Year :
- 2009
- Publisher :
- Informa UK Limited, 2009.
-
Abstract
- The calculus of residues is one of the many beautiful tools that comes out of the field of complex variables. The calculus of residues is applied, together with the inversion formula for characteristic functions, to compute the non-gamma probability density function for the sum of gamma variates with different shape parameters. The distribution of the sum of gamma variates is needed in problems in statistical inference, as well as stochastic processes. This derivation seems more elegant than previous methods for deriving the density function of such a sum. Furthermore, the numerical computation is straightforward, especially in any symbolic computer language.
- Subjects :
- Statistics and Probability
Discrete mathematics
General Mathematics
Residue theorem
Generalized gamma distribution
Probability density function
Convolution random number generator
Gamma distribution
Statistical inference
Applied mathematics
Generalized integer gamma distribution
Hardware_ARITHMETICANDLOGICSTRUCTURES
Statistics, Probability and Uncertainty
Mathematics
Inverse-gamma distribution
Subjects
Details
- ISSN :
- 15372731 and 00031305
- Volume :
- 63
- Database :
- OpenAIRE
- Journal :
- The American Statistician
- Accession number :
- edsair.doi.dedup.....ba533ebb193e0ac69a84ba09beffc41c
- Full Text :
- https://doi.org/10.1198/tast.2009.0007