Repeated measures proportional odds logistic regression analysis of ordinal score data in the statistical software package R
From MaRDI portal
Publication:961163
DOI10.1016/j.csda.2008.08.004zbMath1452.62840OpenAlexW2005771735WikidataQ57430653 ScholiaQ57430653MaRDI QIDQ961163
Juul Achten, Nigel Stallard, Matthew L. Costa, Nick R. Parsons
Publication date: 30 March 2010
Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.csda.2008.08.004
Computational methods for problems pertaining to statistics (62-08) Software, source code, etc. for problems pertaining to statistics (62-04) Applications of statistics to biology and medical sciences; meta analysis (62P10) Generalized linear models (logistic models) (62J12)
Related Items
GEE for longitudinal ordinal data: comparing R-geepack, R-multgee, R-repolr, SAS-GENMOD, SPSS-GENLIN, Unnamed Item, Analysis of ordinal and continuous longitudinal responses using pair copula construction, Learning partial ordinal class memberships with kernel-based proportional odds models, Analysis of robust design experiments with time-dependent ordinal response characteristics: a quality improvement study from the horticulture industry, Editorial: Computational statistics within clinical research, repolr
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Longitudinal data analysis using generalized linear models
- Fast estimation algorithm for likelihood-based analysis of repeated categorical responses
- An alternative approach to the analysis of longitudinal data via generalized estimating equations
- Analyzing incomplete discrete longitudinal clinical trial data
- Hypothesis testing of regression parameters in semiparametric generalized linear models for cluster correlated data
- Joint Regression and Association Modeling of Longitudinal Ordinal Data
- Analysis of a Longitudinal Ordinal Response Clinical Trial Using Dynamic Models
- Presentation of Ordinal Regression Analysis on the Original Scale
- Marginal Regression Models for Clustered Ordinal Measurements
- Working correlation structure misspecification, estimation and covariate design: Implications for generalised estimating equations performance
- A Note on the Efficiency of Sandwich Covariance Matrix Estimation
- Goodness-of-Fit Tests for GEE Modeling with Binary Responses
- Random Effects Modeling of Multiple Binomial Responses Using the Multivariate Binomial Logit‐Normal Distribution
- Modeling Clustered Ordered Categorical Data: A Survey
- An Application of Maximum Likelihood and Generalized Estimating Equations to the Analysis of Ordinal Data from a Longitudinal Study with Cases Missing at Random
- Modified GEE and Goodness of the Marginal Fit (GOMF) Test with Correlated Binary Responses for Contingency Tables
- A review of ordinal regression models applied on health-related quality of life assessments
- A Generalized Estimating Equation Method for Fitting Autocorrelated Ordinal Score Data with an Application in Horticultural Research