Cargando…

Sample size issues in multilevel logistic regression models

Educational researchers, psychologists, social, epidemiological and medical scientists are often dealing with multilevel data. Sometimes, the response variable in multilevel data is categorical in nature and needs to be analyzed through Multilevel Logistic Regression Models. The main theme of this p...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ali, Amjad, Ali, Sabz, Khan, Sajjad Ahmad, Khan, Dost Muhammad, Abbas, Kamran, Khalil, Alamgir, Manzoor, Sadaf, Khalil, Umair
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2019
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6874355/ https://www.ncbi.nlm.nih.gov/pubmed/31756205 http://dx.doi.org/10.1371/journal.pone.0225427

Ejemplares similares

Sufficient Sample Size and Power in Multilevel Ordinal Logistic Regression Models
por: Ali, Sabz, et al.
Publicado: (2016)

Rules for resolving Mendelian inconsistencies in nuclear pedigrees typed for two-allele markers
por: Khan, Sajjad Ahmad, et al.
Publicado: (2017)

Bayesian Analysis of Three-Parameter Frechet Distribution with Medical Applications
por: Abbas, Kamran, et al.
Publicado: (2019)

Unit Root Testing and Estimation in Nonlinear ESTAR Models with Normal and Non-Normal Errors
por: Khalil, Umair, et al.
Publicado: (2016)

Alpha-Power Pareto distribution: Its properties and applications
por: Ihtisham, Shumaila, et al.
Publicado: (2019)

A simulation study of sample size for multilevel logistic regression models
por: Moineddin, Rahim, et al.
Publicado: (2007)

Robust model selection using the out-of-bag bootstrap in linear regression
por: Rabbi, Fazli, et al.
Publicado: (2022)

Intermediate and advanced topics in multilevel logistic regression analysis
por: Austin, Peter C., et al.
Publicado: (2017)

Bias in odds ratios by logistic regression modelling and sample size
por: Nemes, Szilard, et al.
Publicado: (2009)

Forecasting COVID-19 in Pakistan
por: Ali, Muhammad, et al.
Publicado: (2020)

Multilevel logistic regression modelling to quantify variation in malaria prevalence in Ethiopia
por: Zewude, Bereket Tessema, et al.
Publicado: (2022)

A comparative study of estimators in multilevel linear models
por: Ali, Sabz, et al.
Publicado: (2021)

Use of posterior predictive assessments to evaluate model fit in multilevel logistic regression
por: Green, Martin J., et al.
Publicado: (2009)

A simulation study for evaluating the performance of clustering measures in multilevel logistic regression
por: Adam, Nicholas Siame, et al.
Publicado: (2021)

Sample size calculation to externally validate scoring systems based on logistic regression models
por: Palazón-Bru, Antonio, et al.
Publicado: (2017)

An Original Stepwise Multilevel Logistic Regression Analysis of Discriminatory Accuracy: The Case of Neighbourhoods and Health
por: Merlo, Juan, et al.
Publicado: (2016)

Factors Associated with Cesarean Section in Tehran, Iran using Multilevel Logistic Regression Model
por: Amini, Payam, et al.
Publicado: (2018)

Minimum sample size for developing a multivariable prediction model using multinomial logistic regression
por: Pate, Alexander, et al.
Publicado: (2023)

Bayesian AEWMA control chart under ranked set sampling with application to reliability engineering
por: Khan, Imad, et al.
Publicado: (2023)

A Gull Alpha Power Weibull distribution with applications to real and simulated data
por: Ijaz, Muhammad, et al.
Publicado: (2020)

Prediction of Multidrug-Resistant Tuberculosis Using Machine Learning Algorithms in SWAT, Pakistan
por: Ali, Mian Haider, et al.
Publicado: (2021)

Examining the incidence of catastrophic health expenditures and its determinants using multilevel logistic regression in Malawi
por: Mulaga, Atupele N., et al.
Publicado: (2021)

Bayesian multilevel multivariate logistic regression for superiority decision-making under observable treatment heterogeneity
por: Kavelaars, Xynthia, et al.
Publicado: (2023)

Bring More Data!—A Good Advice? Removing Separation in Logistic Regression by Increasing Sample Size
por: Šinkovec, Hana, et al.
Publicado: (2019)

Individual and community-level factors associated with animal source food consumption among children aged 6-23 months in Ethiopia: Multilevel mixed effects logistic regression model
por: Hamza, Hassen Ali, et al.
Publicado: (2022)

Privacy-preserving logistic regression with secret sharing
por: Ghavamipour, Ali Reza, et al.
Publicado: (2022)

Sample size issues in time series regressions of counts on environmental exposures
por: Armstrong, Ben G., et al.
Publicado: (2020)

Determinants of unmet need for family planning in rural Burkina Faso: a multilevel logistic regression analysis
por: Wulifan, Joseph K., et al.
Publicado: (2017)

The relationship between statistical power and predictor distribution in multilevel logistic regression: a simulation-based approach
por: Olvera Astivia, Oscar L., et al.
Publicado: (2019)

Predicting Falls and When to Intervene in Older People: A Multilevel Logistical Regression Model and Cost Analysis
por: Smith, Matthew I., et al.
Publicado: (2016)

Factors associated with anaemia among women of reproductive age in Ethiopia: Multilevel ordinal logistic regression analysis
por: Tirore, Lire Lemma, et al.
Publicado: (2020)

Correction: Examining the incidence of catastrophic health expenditures and its determinants using multilevel logistic regression in Malawi
por: Mulaga, Atupele N., et al.
Publicado: (2021)

Why maternal continuum of care remains low in Northwest Ethiopia? A multilevel logistic regression analysis
por: Hailemariam, Tesfahun, et al.
Publicado: (2022)

Micronutrient intake and associated factors among pregnant women in East Africa: Multilevel logistic regression analysis
por: Enyew, Ermias Bekele, et al.
Publicado: (2023)

Applied logistic regression
por: Hosmer, David W, et al.
Publicado: (2013)

Applied logistic regression /
por: Hosmer, David W.
Publicado: (2000)

An Intelligent Proposed Model for Task Offloading in Fog-Cloud Collaboration Using Logistics Regression
por: Bukhari, Muhammad Mazhar, et al.
Publicado: (2022)

Logistic regression : a self-learning text /
por: Kleinbaum, David G.
Publicado: (2002)

Logistic regression : a self-learning text /
por: Kleinbaum, David G.
Publicado: (1994)

Fertility decision and its associated factors in Sub-Saharan Africa: a multilevel multinomial logistic regression analysis
por: Teshale, Achamyeleh Birhanu, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_9uc5c63cg554f59rgg8ov3dfbl