A longitudinal Bayesian mixed effects model with hurdle Conway-Maxwell-Poisson distribution.
Sign Up to like & getrecommendations! Published in 2020 at "Statistics in medicine"
DOI: 10.1002/sim.8844
Abstract: Dental caries (i.e., cavities) is one of the most common chronic childhood diseases and may continue to progress throughout a person's lifetime. The Iowa Fluoride Study (IFS) was designed to investigate the effects of various… read more here.
Keywords: maxwell poisson; effects model; mixed effects; conway maxwell ... See more keywords
Zero-inflated sum of Conway-Maxwell-Poissons (ZISCMP) regression
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Statistical Computation and Simulation"
DOI: 10.1080/00949655.2019.1590580
Abstract: Abstract While excess zeros are often thought to cause data over-dispersion (i.e. when the variance exceeds the mean), this implication is not absolute. One should instead consider a flexible class of distributions that can address… read more here.
Keywords: conway maxwell; sum conway; maxwell poissons; inflated sum ... See more keywords
Dynamic Modeling of Spike Count Data With Conway-Maxwell Poisson Variability.
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DOI: 10.1162/neco_a_01593
Abstract: In many areas of the brain, neural spiking activity covaries with features of the external world, such as sensory stimuli or an animal's movement. Experimental findings suggest that the variability of neural activity changes over… read more here.
Keywords: time; maxwell poisson; count data; distribution ... See more keywords
A Conway–Maxwell–Poisson-Binomial AR(1) Model for Bounded Time Series Data
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DOI: 10.3390/e25010126
Abstract: Binomial autoregressive models are frequently used for modeling bounded time series counts. However, they are not well developed for more complex bounded time series counts of the occurrence of n exchangeable and dependent units, which… read more here.
Keywords: bounded time; time series; maxwell poisson; poisson binomial ... See more keywords