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» Least Squares Estimation of Nonhomogeneous Poisson Processes
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WSC
1998
13 years 8 months ago
Least Squares Estimation of Nonhomogeneous Poisson Processes
Michael E. Kuhl, Halim Damerdji, James R. Wilson
WSC
2008
13 years 9 months ago
Smooth flexible models of nonhomogeneous poisson processes using one or more process realizations
We develop and evaluate a semiparametric method to estimate the mean-value function of a nonhomogeneous Poisson process (NHPP) using one or more process realizations observed over...
Michael E. Kuhl, Shalaka C. Deo, James R. Wilson
WSC
1997
13 years 8 months ago
Estimating and Simulating Poisson Processes with Trends or Asymmetric Cyclic Effects
We present a heuristic that provides a nonparametric estimate of the mean-value function of a nonhomogeneous Poisson process having a long-term trend or some cyclic effect(s) tha...
Michael E. Kuhl, Halim Damerdji, James R. Wilson
AUSAI
2006
Springer
13 years 11 months ago
MML Mixture Models of Heterogeneous Poisson Processes with Uniform Outliers for Bridge Deterioration
Effectiveness of maintenance programs of existing concrete bridges is highly dependent on the accuracy of the deterioration parameters utilised in the asset management models of th...
T. Maheswaran, J. G. Sanjayan, David L. Dowe, Pete...
SIAMSC
2010
141views more  SIAMSC 2010»
13 years 5 months ago
An Iterative Method for Edge-Preserving MAP Estimation When Data-Noise Is Poisson
In numerous applications of image processing, e.g. astronomical and medical imaging, data-noise is well-modeled by a Poisson distribution. This motivates the use of the negative-lo...
Johnathan M. Bardsley, John Goldes