Improved Approximations for Multilevel Models with Binary Responses

No abstract is available for this paper.

• Publication year

  1996

• Venue

  Journal of The Royal Statistical Society Series A-statistics in Society

• Publication date

  1996-05-01

• Fields of study

  Mathematics

• Identifiers
  DOI 10.2307/2983328
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Analysis of longitudinal data

  1998cited by this paper
• Bias correction in generalised linear mixed models with a single component of dispersion

  1995cited by this paper
• An assessment of estimation procedures for multilevel models with binary responses

  1995cited by this paper
• Asymptotically Unbiased Estimation in Generalized Linear Models with Random Effects

  1995cited by this paper
• Empirical Bayes estimation and inference for the random effects model with binary response.

  1994cited by this paper
• Approximate inference in generalized linear mixed models

  1993cited by this paper
• Nonlinear multilevel models, with an application to discrete response data

  1991cited by this paper
• Approximate Bayesian Inference in Conditionally Independent Hierarchical Models (Parametric Empirical Bayes Models)

  1989cited by this paper
• Restricted unbiased iterative generalized least-squares estimation

  1989influential reference
• Models for longitudinal data: a generalized estimating equation approach.

  1988influential reference
• Multilevel mixed linear model analysis using iterative generalized least squares

  1986influential reference
• Marginal maximum likelihood estimation of item parameters

  1982cited by this paper
• Marginal maximum likelihood estimation of item parameters: Application of an EM algorithm

  1981cited by this paper

• Functional Data Analysis of Head Impact Exposure of College Football Athletes

  2025cites this paper
• For a Better Future: How Parenthood Affects Attitudes toward War

  2025cites this paper
• Restricted maximum likelihood estimation in generalized linear mixed models

  2024cites this paper
• Joint Modelling of Longitudinal Measurements and Time‐to‐Event Outcomes With a Cure Fraction Using Functional Principal Component Analysis

  2024cites this paper
• Functional Multivariable Logistic Regression With an Application to HIV Viral Suppression Prediction

  2024cites this paper
• Crisis, fiscal austerity and food insecurity: associated factors, trends and spatial distribution via PNAD and POF

  2024cites this paper
• Analyzing Decision-Making in Cognitive Agent Simulations Using Generalized Linear Mixed-Effects Models

  2024cites this paper
• Inferential Tools for Assessing Dependence Across Response Categories in Multinomial Models with Discrete Random Effects

  2024cites this paper
• Crise, austeridade fiscal e insegurança alimentar: fatores associados, tendências e distribuição espacial via PNAD e POF

  2024cites this paper
• Developmental differences in children's adaptation to vehicle distance and speed in street-crossing decision-making.

  2023cites this paper
• Rapid decline in kidney function is associated with rapid deterioration of health-related quality of life in chronic kidney disease

  2023cites this paper
• An Empirical Analysis of Participation in International Environmental Agreements

  2023cites this paper
• The relationship between students’ socio-demographics and the probability of grade repetition in Brazilian primary education: is it decreasing over time?

  2023cites this paper
• Semiparametric multinomial mixed-effects models: A university students profiling tool

  2022cites this paper
• A celebration of Harvey Goldstein’s lifetime contributions: Memories of working with Harvey Goldstein on multilevel modelling methods and applications

  2022cites this paper
• How Do Block Built Environments Affect Daily Leisure Walking among the Elderly? A Empirical Study of Gaoyou, China

  2022cites this paper
• A goodness of fit test for multivariate binary multilevel logistic model

  2022cites this paper
• Contagion effects of UK small business failures: a spatial hierarchical autoregressive model for binary data

  2022cites this paper
• The evaluation of students’ progression in lower secondary education in Brazil: Exploring the path for equity

  2022cites this paper
• Exploring complementary and competitive relations between non-communicable disease services and other health extension programme services in Ethiopia: a multilevel analysis

  2022cites this paper
• Assessing Individual- and Community-Level Variability in Predictors of Neonatal, Infant, and Under-Five Child Mortality in Ethiopia Using a Multilevel Modeling Approach

  2022cites this paper
• On the Hierarchical Bernoulli Mixture Model Using Bayesian Hamiltonian Monte Carlo

  2021cites this paper
• How does autonomy of women influence maternal high-risk fertility? Evidence from a nationwide cross-sectional survey in Bangladesh

  2021cites this paper
• Edentulism and select chronic diseases among adults aged ≥45 years in China, 2011-2018: A longitudinal study.

  2021cites this paper
• Cultural relativity in consumers' rates of adoption of artificial intelligence

  2021cites this paper
• Mapping the triple burden of smoking, smokeless tobacco and alcohol consumption among adults in 28,521 communities across 640 districts of India: A sex-stratified multilevel cross-sectional study.

  2021cites this paper
• Comparison of methods of estimation for a goodness of fit test – an analytical and simulation study

  2021cites this paper
• Contraceptive Method Choices Among Women In Oman: A Multilevel Analysis

  2021cites this paper
• Social and Regional Factors Predict the Likelihood of Admission to a Nursing Home After Acute Hospital Stay in Older People With Chronic Health Conditions: A Multilevel Analysis Using Routinely Collected Hospital and Census Data in Switzerland

  2021cites this paper
• Multilevel Logistic Regression Analysis Applied to Binary Contraceptive Prevalence Data

  2021influential citation
• Determining the Factors That Influence Electric Vehicle Adoption: A Stated Preference Survey Study in Beijing, China

  2021cites this paper
• Multilevel Logistic Regression Using MLwiN: Referrals to Physiotherapy

  2020cites this paper
• Prevalence of myopia and associated risk factors among primary students in Chongqing: multilevel modeling

  2020cites this paper
• EM algorithm for semiparametric multinomial mixed-effects models

  2020cites this paper
• A comparison of statistical methods for the analysis of binary repeated measures data with additional hierarchical structure

  2020cites this paper
• Racial/ethnic concordance between patients and researchers as a predictor of study attrition.

  2020cites this paper
• Outcomes of Limbal Stem Cell Transplant: A Meta-analysis.

  2020cites this paper
• Complex Intervention Trials

  2020cites this paper
• On Longitudinal Item Response Theory Models: A Didactic

  2020cites this paper
• Logistic Mixed Model Analysis

  2019cites this paper
• Predictions Based on Mixed Model Analysis

  2019cites this paper
• Multivariable Modelling

  2019cites this paper
• References

  2019cites this paper
• What Is Gained by Using Mixed Model Analysis?

  2019cites this paper
• Introduction

  2019cites this paper
• Sample-Size Calculations

  2019cites this paper
• Preface

  2019cites this paper
• Basic Principles of Mixed Model Analysis

  2019cites this paper
• A multilevel analysis of drought risk in Indian agriculture: implications for managing risk at different geographical levels

  2019cites this paper
• Introducing complex dependency structures into supervised components-based models

  2019cites this paper
• A Review of Statistical Analyses on Physical Activity Data Collected from Accelerometers

  2019cites this paper
• Women's Autonomy and Reproductive Health in Bangladesh

  2019cites this paper
• Socioeconomic determinants of chronic health diseases among older Indian adults: a nationally representative cross-sectional multilevel study

  2019cites this paper
• Explaining Differences between Groups

  2019cites this paper
• Multivariate Mixed Model Analysis

  2019cites this paper
• Poisson Multilevel Models with Small Samples

  2019cites this paper
• Index

  2019cites this paper
• Applied Mixed Model Analysis

  2019cites this paper
• A Review of Statistical Analyses on Physical Activity Data Collected from Accelerometers

  2019cites this paper
• Some Loose Ends …

  2019cites this paper
• Paternity Uncertainty or Male Dominance? Paternal versus Maternal Grandmothers’ Contribution to Children’s Schooling in Sub-Saharan Africa

  2019cites this paper
• Paternal versus Maternal Grandmothers' Contribution to Children's Schooling in Sub-Saharan Africa

  2019cites this paper
• Assessing Differences between Nested and Cross-Classified Hierarchical Models

  2019cites this paper
• Mixed Model Analysis in Longitudinal Studies

  2019cites this paper
• Mixed Model Analysis with Different Outcome Variables

  2019cites this paper
• Determinants of Inappropriate Admissions in County Hospitals in Rural China: A Cross-Sectional Study

  2018influential citation
• Grandfathers and children’s schooling in Sub-Saharan Africa

  2018cites this paper
• Grandparents and Children's stunting in sub-Saharan Africa.

  2018cites this paper
• The contributions of paradata and features of respondents, interviewers and survey agencies to panel co‐operation in the Survey of Health, Ageing and Retirement in Europe

  2018cites this paper
• Determinants of patient choice for hospital readmission after township hospitalisation: a population-based retrospective study in China

  2018cites this paper
• Clustered Study Designs: Power Analysis

  2018cites this paper
• Perceptions of cigarette pack inserts promoting cessation and dissuasive cigarettes among young adult smokers in the UK: a cross-sectional online survey

  2018cites this paper
• Heritability Estimation and Differential Analysis with Generalized Linear Mixed Models in Genomic Sequencing Studies

  2018cites this paper
• Three‐part joint modeling methods for complex functional data mixed with zero‐and‐one–inflated proportions and zero‐inflated continuous outcomes with skewness

  2018cites this paper
• Simultaneous variable selection and estimation for multivariate multilevel longitudinal data with both continuous and binary responses

  2018cites this paper
• Multilevel modeling of persistence in higher education

  2018cites this paper
• Simulation based bias correction methods for complex problems

  2018cites this paper
• Is gender inequity a risk factor for men reporting poorer self-rated health in the United States?

  2018cites this paper
• Additive genetic and heterosis effects for milk fever in a population of Jersey, Holstein × Jersey, and Holstein cattle under grazing conditions.

  2018cites this paper
• Hierarchical models: Local proposal variances for RWM-within-Gibbs and MALA-within-Gibbs

  2017cites this paper
• Household and Contextual Indicators of Poverty in Tunisia: A Multilevel Analysis

  2017cites this paper
• Examining the Performance of the Metropolis–Hastings Robbins–Monro Algorithm in the Estimation of Multilevel Multidimensional IRT Models

  2017cites this paper
• Corrigendum: A Review of R-packages for Random-Intercept Probit Regression in Small Clusters

  2017cites this paper
• Grandparents and Children’s Well-Being in sub-Saharan Africa: Co-residential effects on schooling and stunting

  2017influential citation
• Grandmothers and Children’s Schooling in Sub-Saharan Africa

  2017cites this paper
• Statistical models for small area public health intelligence on chronic morbidity

  2017cites this paper
• A joint modeling and estimation method for multivariate longitudinal data with mixed types of responses to analyze physical activity data generated by accelerometers

  2017cites this paper
• Variation in compulsory psychiatric inpatient admission in England: a cross-classified, multilevel analysis.

  2017cites this paper
• Wystąpienie problemu prawnego jako funkcja czynników indywidualnych i kontekstowych. Analiza ekonometryczna z wykorzystaniem hierarchicznego modelu logitowego

  2017cites this paper
• VEHICLE OWNERSHIP TRANSITION AND SUSTAINABILITY IMPACTS IN CHINA

  2017cites this paper
• Does gender inequity increase men's mortality risk in the United States? A multilevel analysis of data from the National Longitudinal Mortality Study

  2017cites this paper
• Appraising Between-Study Homogeneity, Small-Study Effects, Moderators, and Confounders

  2016cites this paper
• The Impact of Sample Size and Other Factors When Estimating Multilevel Logistic Models

  2016cites this paper
• A Review of R-packages for Random-Intercept Probit Regression in Small Clusters

  2016cites this paper
• Public-private settlement and hospital mortality per sources of payment

  2016cites this paper
• Is gender inequity a risk factor for men’s health?

  2016cites this paper
• Social inequality in adolescents' healthy food intake: the interplay between economic, social and cultural capital

  2016cites this paper
• Evaluation of the effects of multiple providers in complex surgical interventions

  2016cites this paper
• A marginalized multilevel model for bivariate longitudinal binary data

  2016influential citation
• Longitudinal functional additive model with continuous proportional outcomes for physical activity data

  2016cites this paper