The analysis of ordered categorical data: An overview and a survey of recent developments. (With discussion)
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Publication:2387136
DOI10.1007/BF02595397zbMath1069.62057MaRDI QIDQ2387136
Publication date: 1 September 2005
Published in: Test (Search for Journal in Brave)
inequality constraintsgeneralized estimating equationsmarginal modelordinal dataproportional oddsgeneralized linear mixed modelassociation modelmulti-level modelcumulative logit
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Uses Software
Cites Work
- Marginal Regression Models for Clustered Ordinal Measurements
- A Likelihood Ratio Test Against Stochastic Ordering in Several Populations
- Asymmetry Models for Contingency Tables
- A Coefficient of Agreement Adjusted for Bias in Paired Ordered Categorical Data
- A Simple Illustration of the Failure of PQL, IRREML and APHL as Approximate ML Methods for Mixed Models for Binary Data
- On collapsing categories in two-way contingency tables
- A Marginal Model for Analyzing Discrete Outcomes From Longitudinal Surveys With Outcomes Subject to Multiple-Cause Nonresponse
- Positive Quadrant Dependence and Marginal Modeling in Two-Way Tables With Ordered Margins
- Extended RC Association Models Allowing for Order Restrictions and Marginal Modeling
- Local likelihood estimation in varying-coefficient models including additive bias correction
- Comparison of the Quality of Assessments Using Continuous and Discrete Ordinal Rating Scales
- Association-Marginal Modeling of Multivariate Categorical Responses: A Maximum Likelihood Approach
- Generalized Linear Models with Functional Predictors
- Generalized Estimating Equations for Ordinal Categorical Data: Arbitrary Patterns of Missing Responses and Missingness in a Key Covariate
- Modeling a Categorical Variable Allowing Arbitrarily Many Category Choices
- Random Effects in Censored Ordinal Regression: Latent Structure and Bayesian Approach
- Random Effects Modeling of Multiple Binomial Responses Using the Multivariate Binomial Logit‐Normal Distribution
- Mixed Effects Logistic Regression Models for Longitudinal Ordinal Functional Response Data with Multiple‐Cause Drop‐Out from the Longitudinal Study of Aging
- Modeling Longitudinal Data with Ordinal Response by Varying Coefficients
- Approximate Inference in Generalized Linear Mixed Models
- A likelihood-based method for analysing longitudinal binary responses
- Goodness-of-Fit Tests for Ordinal Response Regression Models
- Multiple Marginal Independence Testing for Pick Any/C Variables
- Principal component estimation of functional logistic regression: discussion of two different approaches
- Modeling Clustered Ordered Categorical Data: A Survey
- The Analysis of Longitudinal Polytomous Data: Generalized Estimating Equations and Connections with Weighted Least Squares
- Analysis of Ordinal Paired Comparison Data
- A Random-Effects Model for Ordered Categorical Data
- A Random-Effects Ordinal Regression Model for Multilevel Analysis
- An Application of Maximum Likelihood and Generalized Estimating Equations to the Analysis of Ordinal Data from a Longitudinal Study with Cases Missing at Random
- Latent Variable Models for Clustered Ordinal Data
- Modeling the Drop-Out Mechanism in Repeated-Measures Studies
- Regression Modelling of Weighted κ by Using Generalized Estimating Equations
- Bayesian Analysis of Binary and Polychotomous Response Data
- A Scaling Procedure for Ordered Categorical Data
- Power and sample size for ordered categorical data
- Estimation of the probability of an event as a function of several independent variables
- Simultaneous Estimation of Multinomial Cell Probabilities
- Sequential item response models with an ordered response
- A Bayesian Ordinal Logistic Regression Model to Correct for Interobserver Measurement Error in a Geographical Oral Health Study
- Measures of Association for Cross Classifications
- A unified Bayesian approach for analyzing correlated ordinal response data
- Describing heterogeneous effects in stratified ordinal contingency tables, with application to multi-center clinical trials.
- The elements of statistical learning. Data mining, inference, and prediction
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Random effects in ordinal regression models
- Model-based Bayesian methods for estimating cell proportions in cross- classification tables having ordered categories
- Testing for positive association in contingency tables with fixed margins
- PLS generalised linear regression
- Probability estimation via smoothing in sparse contingency tables with ordered categories
- An empirical investigation of some effects of sparseness in contingency tables
- Tests for independence in two-way contingency tables based on canonical correlation and on linear-by-linear interaction
- The order-restricted RC model for ordered contingency tables: Estimation and testing for fit
- A generalized model for the analysis of association in ordinal contingency tables
- Order-restricted inference for monotone trend alternatives in contingency tables.
- Rank-score tests in factorial designs with repeated measures
- Local likelihood density estimation
- Locally parametric nonparametric density estimation
- Modeling within-subject dependencies in ordinal paired comparison data
- Nearly exact tests of conditional independence and marginal homogeneity for sparse contingency tables
- Assessing practical significance of the proportional odds assumption.
- An overview on regression models for discrete longitudinal responses
- Maximum likelihood methods for a generalized class of log-linear models
- The analysis of cross-classified data having ordered and/or unordered categories: Association models, correlation models, and asymmetry models for contingency tables with or without missing entries
- Marginal models for categorical data
- The analysis of contingency tables under inequality constraints
- Multinomial-Poisson homogeneous models for contingency tables.
- Sequential models in categorical regression
- A geometric combination estimator for \(d\)-dimensional ordinal sparse contingency tables
- Smoothing methods in statistics
- Bayesian ordinal and binary regression models with a parametric family of mixture links
- Properties of prior and posterior distributions for multivariate categorical response data models
- Graphical regression models for polytomous variables
- Univariate and multirater ordinal cumulative link regression with covariate specific cutpoints
- A general class of hierarchical ordinal regression models with applications to correlated roc analysis
- Order-Restricted Score Parameters in Association Models for Contingency Tables
- Regressive Logistic Models for Familial Disease and Other Binary Traits
- Group Sequential Methods for an Ordinal Logistic Random-Effects Model Under Misspecification
- Generalized Semiparametrically Structured Ordinal Models
- Bayesian Analysis of Ordered Categorical Data from Industrial Experiments
- On Bayesian Analysis of Multirater Ordinal Data: An Application to Automated Essay Grading
- Bayesian Tobit Modeling of Longitudinal Ordinal Clinical Trial Compliance Data With Nonignorable Missingness
- Analyzing Bivariate Ordinal Data Using a Global Odds Ratio
- Computation of Maximum Likelihood Estimates in Association Models
- A Single General Method for the Analysis of Cross-Classified Data: Reconciliation and Synthesis of Some Methods of Pearson, Yule, and Fisher, and Also Some Methods of Correspondence Analysis and Association Analysis
- A Semiparametric Proportional Odds Regression Model for the Analysis of Current Status Data
- The Analysis of Longitudinal Ordinal Response Data in Continuous Time
- Algorithm AS 253: Maximum Likelihood Estimation of the RC(M) Association Model
- Inferential Ordinal Correspondence Analysis: Motivation, Derivation and Limitations
- The Analysis of Dependence in Cross-Classifications Having Ordered Categories, Using Log-Linear Models for Frequencies and Log-Linear Models for Odds
- Exact Inference for Contingency Tables with Ordered Categories
- Joint Regression and Association Modeling of Longitudinal Ordinal Data
- Building Marginal Models for Multiple Ordinal Measurements
- Partial Proportional Odds Models for Ordinal Response Variables
- A Model for Agreement Between Ratings on an Ordinal Scale
- Analysis of Categorical Data by Linear Models
- A Mixed-Model Procedure for Analyzing Ordered Categorical Data
- Goodness-of-link testing in ordinal regression models
- Some Useful Extensions of the Usual Correspondence Analysis Approach and the Usual Log-Linear Models Approach in the Analysis of Contingency Tables
- Ordinal Association in Contingency Tables: Some Interpretive Aspects
- Grouping and Association in Contingency Tables: An Exploratory Canonical Correlation Approach
- The Analysis of Multivariate Contingency Tables by Restricted Canonical and Restricted Association Models
- Marginal regression analysis of a multivariate binary response
- A class of regression models for multivariate categorical responses
- Analysis of clustered ordinal data with subclusters via a bayesian hierarchical model
- Generalized Odds Ratios for Ordinal Data
- Inference in contingency tables with ordered categories using Plackett's coefficient of association for bivariate distributions
- Regression, Discrimination and Measurement Models for Ordered Categorical Variables
- Composite Link Functions in Generalized Linear Models
- Measures of Nominal-Ordinal Association
- Improved Tests for Comparing Treatments Against a Control and Other One-Sided Problems
- Log-Linear Models for Frequency Tables with Ordered Classifications
- Alternative Analyses for the Singly-Ordered Contingency Table
- A General Methodology for the Analysis of Experiments with Repeated Measurement of Categorical Data
- Average Partial Association in Three-Way Contingency Tables: A Review and Discussion of Alternative Tests
- A class of parametric models for the analysis of square contingency tables with ordered categories
- Analysis of multivariate probit models
- Three Sides of Smoothing: Categorical Data Smoothing, Nonparametric Regression, and Density Estimation
- On the Application of Conditional Independence to Ordinal Data
- Maximizing Generalized Linear Mixed Model Likelihoods With an Automated Monte Carlo EM Algorithm
- Ordinal Data Modeling
- Analyzing over-dispersed count data in two-way cross-classification problems using generalized linear models
- An importance sampling algorithm for exact conditional tests in log-linear models
- Power and Sample Size Calculations for Exact Conditional Tests with Ordered Categorical Data
- A proportional odds model with subject-specific effects for repeated ordered categorical responses
- Simultaneously Modeling Joint and Marginal Distributions of Multivariate Categorical Responses
- Marginal Modeling of Correlated Ordinal Data Using a Multivariate Plackett Distribution
- Dynamic Stochastic Models for Time-Dependent Ordered Paired Comparison Systems
- Mantel-Haenszel-Type Inference for Cumulative Odds Ratios with a Stratified Ordinal Response
- A Mixed Effects Model for Multivariate Ordinal Response Data Including Correlated Discrete Failure Times with Ordinal Responses
- The Score Test for Independence in R x C Contingency Tables with Missing Data
- On maximum likelihood estimation of cell probabilities in 2 × k contingency tables under negative dependence restrictions with various sampling schemes
- Diagonal copulas of archimedean class
- The analysis of longitudinal ordinal data with nonrandom drop-out