Parameterization of Multivariate Random Effects Models for Categorical Data

Sophia Rabe‐Hesketh, Anders Skrondal

Type: Letter

Publication Date: 2001-12-01

Citations: 54

DOI: https://doi.org/10.1111/j.0006-341x.2001.1256_1.x

View Publication

Locations

PubMed - View
Biometrics - View

Similar Works

Action	Title	Year	Authors
+ PDF Chat	Inferential Tools for Assessing Dependence Across Response Categories in Multinomial Models with Discrete Random Effects	2024	Chiara Masci Francesca Ieva Anna Maria Paganoni
+	2. Random-Effects Modeling of Categorical Response Data	2000	Alan Agresti James G. Booth James P. Hobert Brian Caffo
+	Inferential Implications of Over-Parametrization: A Case Study in Incomplete Categorical Data	2011	Frederico Z. Poleto Carlos Daniel Paulino Geert Molenberghs Júlio M. Singer
+ PDF Chat	Flexible random intercept models for binary outcomes using mixtures of normals	2006	Brian Caffo Ming‐Wen An Charles A. Rohde
+	A combined beta and normal random-effects model for repeated, overdispersed binary and binomial data	2012	Geert Molenberghs Geert Verbeke Samuel Iddi Clarice Garcia Borges Demétrio
+	A FLEXIBLE GENERAL CLASS OF MARGINAL AND CONDITIONAL RANDOM INTERCEPT MODELS FOR BINARY OUTCOMES USING MIXTURES OF NORMALS	2006	Brian Caffo Ming‐Wen An Charles A. Rohde
+	Interpreting Parameters in the Logistic Regression Model with Random Effects	2000	Klaus Richter Larsen Jørgen Holm Petersen Esben Budtz‐Jørgensen Lars Endahl
+	Bernoulli Regression Models: Revisiting the Specification of Statistical Models with Binary Dependent Variables	2010	Jason S. Bergtold Aris Spanos Eberechukwu Onukwugha
+ PDF Chat	Comparing Estimation Methods for Categorical Marginal Models	2014	Renske E. Kuijpers Wicher Bergsma L. Andries van der Ark Marcel A. Croon
+	Bayesian modelling of mixed outcome types using random effect.	2012	Wei Hua
+	Bernoulli Regression Models: Re-examining Statistical Models with Binary Dependent Variables	2005	Jason S. Bergtold Aris Spanos
+ PDF Chat	Estimating Multinomial Logit Model with Multicollinear Data	2010	Ida Camminatie Antonio Lucadamo
+ PDF Chat	A General Framework for Random Effects Models for Binary, Ordinal, Count Type and Continuous Dependent Variables Including Variable Selection	2024	Gerhard Tutz
+	Random effects models with non‐parametric priors	1992	Steven M. Butler Thomas A. Louis
+	An Alternative to Pearson's Goodness-of-Fit Statistic when Expected Frequencies are Small	2012	Katrin Kraus
+	Multinomial randomized response models	2008	Morten Moshagen
+	Measurement of Fit in Categorical Data Analysis	2012	Katrin Kraus
+ PDF Chat	GEE for Multinomial Responses Using a Local Odds Ratios Parameterization	2013	Anestis Touloumis Alan Agresti Maria Kateri
+	Default Bayesian Model Selection of Constrained Multivariate Normal Linear Models	2019	Joris Mulder Herbert Hoijtink Xin Gu
+ PDF Chat	Parameter Redundancy and the Existence of Maximum Likelihood Estimates in Log-linear Models	2019	Serveh Sharifi Far Michail Papathomas Ruth King

Works That Cite This (27)

Action	Title	Year	Authors
+ PDF Chat	Multilevel Modelling of Complex Survey Data	2006	Sophia Rabe‐Hesketh Anders Skrondal
+ PDF Chat	Maximum likelihood estimation of limited and discrete dependent variable models with nested random effects	2004	Sophia Rabe‐Hesketh Anders Skrondal Andrew Pickles
+	Dichotomous Outcomes	2021	Jos W. R. Twisk
+ PDF Chat	Factor copula models for mixed data	2021	Sayed H. Kadhem Aristidis K. Nikoloulopoulos
+	Statistical models for responses and response times	2008	Rinke Klein Entink
+ PDF Chat	A computationally tractable multivariate random effects model for clustered binary data	2006	Brent A. Coull E. Andrés Houseman Rebecca A. Betensky
+	The transition model test for serial dependence in mixed-effects models for binary data	2015	Nina Breinegaard Sophia Rabe‐Hesketh Anders Skrondal
+ PDF Chat	Missing Ordinal Covariate with Informative Selection	2013	Alfonso Miranda Sophia Rabe‐Hesketh
+	Alternative Specifications of Multivariate Multilevel Probit Ordinal Response Models	2003	Leonardo Grilli Carla Rampichini
+	MULTILEVEL MODELLING NEWSLETTER	2002	Harvey Goldstein William J. Browne

Works Cited by This (9)

Action	Title	Year	Authors
+	Generalized, Linear, and Mixed Models	2001	Charles E. McCulloch S. R. Searle
+	Random Effects Modeling of Multiple Binomial Responses Using the Multivariate Binomial Logit‐Normal Distribution	2000	Brent A. Coull Alan Agresti
+	A note on local identifiability and degrees of freedom in the asymptotic likelihood ratio test	1977	Roderick P. McDonald William R. Krane
+	A Monte Carlo study of local identifiability and degrees of freedom in the asymptotic likelihood ratio test	1979	Roderick P. McDonald William R. Krane
+	Latent Variable Models and Factor Analysis	1989	Kikumi K. Tatsuoka David J. Bartholomew
+	2. Random-Effects Modeling of Categorical Response Data	2000	Alan Agresti James G. Booth James P. Hobert Brian Caffo
+	Equivalent models in covariance structure analysis	1991	Thom C. W. Luijben
+	Testing for Pairwise Independence	1986	Michael Haber
+	Proceedings of the Third Berkeley Symposium on Mathematical Statistics and Probability	1957	F. N. David Jerzy Neyman