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1703762 Vol 6 · Issue 2 Download Paper

Derivation of Integrated Heckman-Conway-Maxwell-Poisson Model

Leonard King?ora Thuo Dr. Joseph Ouno Omondi Dr. Boniface Kwach

Subject area: Science,Engineering and Technology  ·  Area of research: Statistics

Abstract

The main objective of this paper was to illustrate derivation of Heckman-Conway-Maxwell-Poisson ?HeckCOMPoisson? model. HeckCOMPoisson model is an integrated model from Heckman and Conway-Maxwell-Poisson model. HeckCOMPoisson was developed to handle count model with selection. The model perform perfectly in terms of Goodness-of-Fit (GOF) and in prediction of count data with selection and handling under-dispersion and over-dispersion experienced in count data. HeckCOMPoisson distribution is flexible and gives robust models for dispersed counts.

Keywords

COMPoisson, HeckCOMPoisson, Integrated, Heckman

References

[1] Breslow, N. (1990). Tests of hypotheses in overdispersed Poisson regression and other quasi-likelihood models. J. Am. Statist. Ass., 85, 565–571

How to cite this paper

Leonard King?ora Thuo, Dr. Joseph Ouno Omondi, Dr. Boniface Kwach "Derivation of Integrated Heckman-Conway-Maxwell-Poisson Model" Iconic Research And Engineering Journals Volume 6 Issue 2 2022 Page 116-118
Leonard King?ora Thuo, Dr. Joseph Ouno Omondi, Dr. Boniface Kwach "Derivation of Integrated Heckman-Conway-Maxwell-Poisson Model" Iconic Research And Engineering Journals, vol. 6, no. 2, Aug. 2022
Leonard King?ora Thuo, Dr. Joseph Ouno Omondi, Dr. Boniface Kwach (2022). Derivation of Integrated Heckman-Conway-Maxwell-Poisson Model. Iconic Research And Engineering Journals, 6(2).
Leonard King?ora Thuo, Dr. Joseph Ouno Omondi, Dr. Boniface Kwach "Derivation of Integrated Heckman-Conway-Maxwell-Poisson Model" Iconic Research And Engineering Journals, vol. 6, no. 2, Aug. 2022.
@article{1703762,
      author = {Leonard King?ora Thuo, Dr. Joseph Ouno Omondi, Dr. Boniface Kwach},
      title = {Derivation of Integrated Heckman-Conway-Maxwell-Poisson Model},
      journal = {Iconic Research And Engineering Journals},
      year = {2022},
      volume = {6},
      number = {2},
      pages = {116-118},
      issn = {2456-8880},
      url = {https://www.irejournals.com/formatedpaper/1703762.pdf},
      abstract = {The main objective of this paper was to illustrate derivation of Heckman-Conway-Maxwell-Poisson ?HeckCOMPoisson? model. HeckCOMPoisson model is an integrated model from Heckman and Conway-Maxwell-Poisson model. HeckCOMPoisson was developed to handle count model with selection. The model perform perfectly in terms of Goodness-of-Fit (GOF) and in prediction of count data with selection and handling under-dispersion and over-dispersion experienced in count data. HeckCOMPoisson distribution is flexible and gives robust models for dispersed counts.},
      keywords = {COMPoisson, HeckCOMPoisson, Integrated, Heckman},
      month = {August},
  }