[HTML][HTML] Modeling stand mortality using Poisson mixture models with mixed-effects

X Zhang, Y Lei, X Liu - iForest-Biogeosciences and Forestry, 2015 - iforest.sisef.org
Stand mortality models play an important role in simulating stand dynamic processes.
Periodic stand mortality data from permanent plots tend to be dispersed, and frequently …

Analyzing clustered count data with a cluster-specific random effect zero-inflated Conway–Maxwell–Poisson distribution

H Choo-Wosoba, S Datta - Journal of applied statistics, 2018 - Taylor & Francis
Count data analysis techniques have been developed in biological and medical research
areas. In particular, zero-inflated versions of parametric count distributions have been used …

A Bayesian approach for analyzing zero‐inflated clustered count data with dispersion

H Choo‐Wosoba, J Gaskins, S Levy… - Statistics in …, 2018 - Wiley Online Library
In practice, count data may exhibit varying dispersion patterns and excessive zero values;
additionally, they may appear in groups or clusters sharing a common source of variation …

Multivariate models for correlated count data

M Rodrigues-Motta, HP Pinheiro… - Journal of Applied …, 2013 - Taylor & Francis
In this study, we deal with the problem of overdispersion beyond extra zeros for a collection
of counts that can be correlated. Poisson, negative binomial, zero-inflated Poisson and zero …

Predictive ability of alternative models for genetic analysis of clinical mastitis

AI Vazquez, MA Perez‐Cabal… - Journal of Animal …, 2012 - Wiley Online Library
Mastitis in cows can be defined as a binary trait, reflecting presence or absence of clinical
mastitis (CM), or as a count variable, number of mastitis cases (NCM), within a defined time …

Degree course change and student performance: a mixed-effect model approach

G Adelfio, G Boscaino - Journal of Applied Statistics, 2016 - Taylor & Francis
This paper focuses on students credits earning speed over time and its determinants,
dealing with the huge percentage of students who do not take the degree within the legal …

Count Bayesian models for genetic analysis of in vitro embryo production traits in Guzerá cattle

BC Perez, FF Silva, RV Ventura, FAT Bruneli… - animal, 2017 - cambridge.org
Four models for in vitro embryo production traits in Guzerá cattle were compared: Gaussian
(untransformed variable–LIN and transformed in logarithmic scale–LOG), Poisson (POI) and …

Modelling tree mortality across diameter classes using mixed-effects zero-inflated models

Y Li, X Kang, Q Zhang, W Guo - Journal of forestry research, 2020 - Springer
The mortality of trees across diameter class model is a useful tool for predicting changes in
stand structure. Mortality data commonly contain a large fraction of zeros and general …

Zero-Inflated Ordinal Mixed-Effects Models

N Chen - 2022 - search.proquest.com
Excess zeros issues are very common in count data. Furthermore, when different type of
zero sources are suspected in the data, zero-inflated models, such as zero-inflated Poisson …

Inference for a zero-inflated Conway-Maxwell-Poisson regression for clustered count data.

H Choo-Wosoba - 2016 - ir.library.louisville.edu
This dissertation is directed toward developing a statistical methodology with applications of
the Conway-Maxwell-Poisson (CMP) distribution (Conway, RW, and Maxwell, WL, 1962) to …