Kimberly F. Sellers

Georgetown University - Department of Mathematics and Statistics

Associate Professor of Statistics

United States

http://www9.georgetown.edu/faculty/kfs7

  • Georgetown University - Department of Mathematics and Statistics

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    • Tel: 202-687-8829
SCHOLARLY PAPERS

4

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1,713

TOTAL CITATIONS

6

Scholarly Papers (4)

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1.

A Flexible Regression Model for Count Data

Robert H. Smith School Research Paper No. RHS 06-060
Number of pages: 36 Posted: 01 May 2008 Last Revised: 25 Jul 2011
Kimberly F. Sellers and Galit Shmueli
Georgetown University - Department of Mathematics and Statistics and Institute of Service Science, National Tsing Hua University, Taiwan
Downloads 945 (52,272)
Citation 3

Abstract:

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Conway-Maxwell Poisson distribution, dispersion, generalized linear models

2.

Predicting Censored Count Data with COM-Poisson Regression

Robert H. Smith School Research Paper No. RHS-06-129
Number of pages: 20 Posted: 06 Nov 2010 Last Revised: 25 Jul 2011
Kimberly F. Sellers and Galit Shmueli
Georgetown University - Department of Mathematics and Statistics and Institute of Service Science, National Tsing Hua University, Taiwan
Downloads 479 (125,668)
Citation 3

Abstract:

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over-dispersion, under-dispersion, predictive distribution, mean versus median predictions, ensembles

3.

Data Dispersion: Now You See it... Now You Don't

Robert H. Smith School Research Paper No. RHS 06-122
Number of pages: 14 Posted: 21 May 2010 Last Revised: 25 Jul 2011
Kimberly F. Sellers and Galit Shmueli
Georgetown University - Department of Mathematics and Statistics and Institute of Service Science, National Tsing Hua University, Taiwan
Downloads 168 (371,104)

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Conway-Maxwell-Poisson (COM-Poisson) regression, mixture model, negative binomial regression, over dispersion, under-dispersion

4.

A Generalized Stochastic Process for Count Data

Number of pages: 21 Posted: 25 Jul 2014
Li Zhu, Kimberly F. Sellers and Galit Shmueli
Georgetown University, Georgetown University - Department of Mathematics and Statistics and Institute of Service Science, National Tsing Hua University, Taiwan
Downloads 121 (484,233)

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Bernoulli process, Poisson process, count process, waiting time, dispersion, dependence, Conway-Maxwell-Poisson (COM-Poisson)