A Sensitivity Analysis of the Logarithmic-Poisson-Gamma Distribution.
W Steven Demmy, Steven Nahmias
Abstract
W Steven Demmy, Steven Nahmias
Abstract
The Logarithmic-Poisson-Gamma (LPG) distribution describes the probability distribution for demand in a lead time for the situation in which customers arrive according to a Poisson process, requisition sizes are described by the Logarithmic distribution, and led times are Gamma distributed. This paper presents plots of the probability mass functions for the LPG and for an associated scaled binomial approximation to the LPG. (Author)
A significance statement is not available in the OpenAlex record.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
The Logarithmic-Poisson-Gamma (LPG) distribution describes the probability distribution for demand in a lead time for the situation in which customers arrive according to a Poisson process, requisition sizes are described by the Logarithmic distribution, and led times are Gamma distributed. This paper presents plots of the probability mass functions for the LPG and for an associated scaled binomial approximation to the LPG. (Author)
Key concepts: Logarithmic distribution, Poisson distribution, Compound Poisson distribution, Poisson binomial distribution, Logarithm, Gamma distribution, Mathematics, Negative binomial distribution