Cargando…

Modified Kibria-Lukman (MKL) estimator for the Poisson Regression Model: application and simulation

Background: Multicollinearity greatly affects the Maximum Likelihood Estimator (MLE) efficiency in both the linear regression model and the generalized linear model. Alternative estimators to the MLE include the ridge estimator, the Liu estimator and the Kibria-Lukman (KL) estimator, though literatu...

Descripción completa

Detalles Bibliográficos
Autores principales:	Aladeitan, Benedicta B., Adebimpe, Olukayode, Lukman, Adewale F., Oludoun, Olajumoke, Abiodun, Oluwakemi E.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	F1000 Research Limited 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8825644/ https://www.ncbi.nlm.nih.gov/pubmed/35186265 http://dx.doi.org/10.12688/f1000research.53987.2

Ejemplares similares

On the mixed Kibria–Lukman estimator for the linear regression model
por: Chen, Hongmei, et al.
Publicado: (2022)

Qualitative analysis of HIV and AIDS disease transmission: impact of awareness, testing and effective follow up
por: Abiodun, Oluwakemi E., et al.
Publicado: (2023)

Global stability analysis of hepatitis B virus dynamics
por: Oludoun, Olajumoke, et al.
Publicado: (2022)

Mathematical modeling of HIV-HCV co-infection model: Impact of parameters on reproduction number
por: Abiodun, Oluwakemi E., et al.
Publicado: (2022)

The impact of testing and treatment on the dynamics of Hepatitis B virus
por: Oludoun, Olajumoke, et al.
Publicado: (2021)

COVID-19 prevalence estimation: Four most affected African countries
por: Lukman, Adewale F., et al.
Publicado: (2020)

Unbiased K-L estimator for the linear regression model
por: Aladeitan, BENEDICTA, et al.
Publicado: (2021)

A New Ridge-Type Estimator for the Gamma Regression Model
por: Lukman, Adewale F., et al.
Publicado: (2021)

A new estimator for the multicollinear Poisson regression model: simulation and application
por: Lukman, Adewale F., et al.
Publicado: (2021)

Two-Parameter Modified Ridge-Type M-Estimator for Linear Regression Model
por: Lukman, Adewale F., et al.
Publicado: (2020)

A New Ridge-Type Estimator for the Linear Regression Model: Simulations and Applications
por: Kibria, B. M. Golam, et al.
Publicado: (2020)

Influence Diagnostic Methods in the Poisson Regression Model with the Liu Estimator
por: Khan, Aamna, et al.
Publicado: (2021)

A new Poisson Liu Regression Estimator: method and application
por: Qasim, Muhammad, et al.
Publicado: (2019)

Privacy-protecting estimation of adjusted risk ratios using modified Poisson regression in multi-center studies
por: Shu, Di, et al.
Publicado: (2019)

Data on expenditure, revenue, and economic growth in Nigeria
por: Lukman, Adewale F., et al.
Publicado: (2018)

Synaptic localisation of SRF coactivators, MKL1 and MKL2, and their role in dendritic spine morphology
por: Kaneda, Marisa, et al.
Publicado: (2018)

Solutions to problems of nonexistence of parameter estimates and sparse data bias in Poisson regression
por: Joshi, Ashwini, et al.
Publicado: (2021)

On a Mixed Poisson Liu Regression Estimator for Overdispersed and Multicollinear Count Data
por: Tharshan, Ramajeyam, et al.
Publicado: (2022)

Methods for stratification of person-time and events – a prerequisite for Poisson regression and SIR estimation
por: Rostgaard, Klaus
Publicado: (2008)

Methods for estimating disease transmission rates: Evaluating the precision of Poisson regression and two novel methods
por: Kirkeby, Carsten, et al.
Publicado: (2017)

Poisson Mixture Regression Models for Heart Disease Prediction
por: Mufudza, Chipo, et al.
Publicado: (2016)

Sparse Poisson regression via mixed-integer optimization
por: Saishu, Hiroki, et al.
Publicado: (2021)

Adjusting for Berkson error in exposure in ordinary and conditional logistic regression and in Poisson regression
por: Oraby, Tamer, et al.
Publicado: (2023)

Predictive modelling of COVID-19 confirmed cases in Nigeria
por: Ogundokun, Roseline O., et al.
Publicado: (2020)

Spatial analysis of G.f.fuscipes abundance in Uganda using Poisson and Zero-Inflated Poisson regression models
por: Mugenyi, Albert, et al.
Publicado: (2021)

Poisson Regression Modeling of Diarrhea Events in Pasuruan Regency with Maximum Likelihood Estimates and Generalized Method Moment
por: Otok, Bambang W., et al.
Publicado: (2021)

Estimating the change in soccer’s home advantage during the Covid-19 pandemic using bivariate Poisson regression
por: Benz, Luke S., et al.
Publicado: (2021)

Poisson–Boltzmann versus Size-Modified Poisson–Boltzmann Electrostatics Applied to Lipid Bilayers
por: Wang, Nuo, et al.
Publicado: (2014)

SRF and MKL1 Independently Inhibit Brown Adipogenesis
por: Rosenwald, Matthias, et al.
Publicado: (2017)

A Poisson regression model for association mapping of count phenotypes
por: Ghosh, Saurabh, et al.
Publicado: (2014)

A comparison between Poisson and zero-inflated Poisson regression models with an application to number of black spots in Corriedale sheep
por: Naya, Hugo, et al.
Publicado: (2008)

Author Correction: Methods for estimating disease transmission rates: Evaluating the precision of Poisson regression and two novel methods
por: Kirkeby, Carsten, et al.
Publicado: (2018)

Zero inflated Poisson and negative binomial regression models: application in education
por: Salehi, Masoud, et al.
Publicado: (2015)

MKL1 expressed in macrophages contributes to the development of murine colitis
por: An, Jianbo, et al.
Publicado: (2017)

Robust Estimation for Bivariate Poisson INGARCH Models
por: Kim, Byungsoo, et al.
Publicado: (2021)

Comparing performance between log-binomial and robust Poisson regression models for estimating risk ratios under model misspecification
por: Chen, Wansu, et al.
Publicado: (2018)

Exploring Determinants of HIV/AIDS Self-Testing Uptake in South Africa Using Generalised Linear Poisson and Geographically Weighted Poisson Regression
por: Fundisi, Emmanuel, et al.
Publicado: (2023)

Measures of clustering and heterogeneity in multilevel Poisson regression analyses of rates/count data
por: Austin, Peter C., et al.
Publicado: (2017)

Odds ratios from logistic, geometric, Poisson, and negative binomial regression models
por: Sroka, Christopher J., et al.
Publicado: (2018)

Pediatric glioma and medulloblastoma risk and population demographics: a Poisson regression analysis
por: Muskens, Ivo S, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_oncemoashll23p5o93ba0vnioq