Results 21 to 30 of about 594,285 (313)
A Dynamical and Zero-Inflated Negative Binomial Regression Modelling of Malaria Incidence in Limpopo Province, South Africa. [PDF]
Int J Environ Res Public Health, 2019 Recent studies have considered the connections between malaria incidence and climate variables using mathematical and statistical models. Some of the statistical models focused on time series approach based on Box–Jenkins methodology or on dynamic model.
Abiodun GJ +6 more
europepmc +2 more sources
Lognormal and Gamma Mixed Negative Binomial Regression. [PDF]
Proc Int Conf Mach Learn, 2012 In regression analysis of counts, a lack of simple and efficient algorithms for posterior computation has made Bayesian approaches appear unattractive and thus underdeveloped. We propose a lognormal and gamma mixed negative binomial (NB) regression model for counts, and present efficient closed-form Bayesian inference; unlike conventional Poisson ...
Zhou M, Li L, Dunson D, Carin L.
europepmc +4 more sources
Goodness-of-fit tests and model diagnostics for negative binomial regression of RNA sequencing data. [PDF]
PLoS ONE, 2015 This work is about assessing model adequacy for negative binomial (NB) regression, particularly (1) assessing the adequacy of the NB assumption, and (2) assessing the appropriateness of models for NB dispersion parameters.
Gu Mi, Yanming Di, Daniel W Schafer
doaj +2 more sources
Count Data in Medical Research: Poisson Regression and Negative Binomial Regression
Anesthesia & Analgesia, 2021 Schober, Patrick, Vetter, Thomas R.
openaire +5 more sources
The Negative Binomial regression
Southwest Respiratory and Critical Care Chronicles, 2015 Shengping Yang, Gilbert Berdine
doaj +3 more sources
OVERDISPERSION HANDLING IN POISSON REGRESSION MODEL BY APPLYING NEGATIVE BINOMIAL REGRESSION
Barekeng, 2023 Statistical analysis that can be used if the response variable is quantified data is Poisson regression, assuming that the assumption must be met equidispersion, where the average response variable is the same as the standard deviation value.
Yesan Tiara +3 more
doaj +1 more source
POISSON REGRESSION MODELS TO ANALYZE FACTORS THAT INFLUENCE THE NUMBER OF TUBERCULOSIS CASES IN JAVA
Barekeng, 2023 Tuberculosis is an infectious disease and one of the world's top 10 highest causes of mortality in Indonesia. Based on this fact, it is necessary to study what factors affect number of tuberculosis cases.
Yekti Widyaningsih +1 more
doaj +1 more source
Accident Analysis and Prevention, 2021 Intersections are established dangerous entities of a highway system due to the challenging and unsafe roadway environment they are characterized for drivers and other road users.
Muhammad Wisal Khattak +4 more
semanticscholar +1 more source
Multiple inflated negative binomial regression for correlated multivariate count data
Dependence Modeling, 2022 This article aims to provide a method of regression for multivariate multiple inflated count responses assuming the responses follow a negative binomial distribution.
Mathews Joseph +3 more
doaj +1 more source