Composite Likelihood Estimation of an Autoregressive Panel Ordered Probit Model with Random Effects

DOI10.1080/07350015.2022.2044829OpenAlexW4214664319MaRDI QIDQ6149871

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Publication date: 5 March 2024

Published in: Journal of Business & Economic Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/07350015.2022.2044829

zbMATH Keywords

identificationautocorrelated discrete variablescredit rating transitiondynamic binary choicenonlinear dynamic panel datapersistence of ratings

Mathematics Subject Classification ID

Applications of statistics to economics (62P20)

Cites Work

• Pseudo conditional maximum likelihood estimation of the dynamic logit model for binary panel data
• The multi-state latent factor intensity model for credit rating transitions
• On composite marginal likelihoods
• On weighting of bivariate margins in pairwise likelihood
• Pairwise likelihood inference for ordinal categorical time series
• Simulated maximum likelihood estimation of dynamic discrete choice statistical models. Some Monte Carlo results
• Convenient estimators for the panel probit model
• Weak convergence and optimal scaling of random walk Metropolis algorithms
• Misspecified heteroskedasticity in the panel probit model: A small sample comparison of GMM and SML estimators
• Multivariate ordinal regression models: an analysis of corporate credit ratings
• Models for discrete longitudinal data.
• A comparison of the maximum simulated likelihood and composite marginal likelihood estimation approaches in the context of the multivariate ordered-response model
• A note on pseudolikelihood constructed from marginal densities
• Modeling Ordered Choices
• A Dynamic Model for Binary Panel Data With Unobserved Heterogeneity Admitting a √n-Consistent Conditional Estimator
• A note on composite likelihood inference and model selection
• ML, PL, QL in Markov Chain Models
• Classification Error in Dynamic Discrete Choice Models: Implications for Female Labor Supply Behavior
• Analysis of Covariance with Qualitative Data
• Partial likelihood
• On the Pooling of Time Series and Cross Section Data
• Panel Data Discrete Choice Models with Lagged Dependent Variables
• Testing for state dependence in binary panel data with individual covariates by a modified quadratic exponential model
• Capturing model risk and rating momentum in the estimation of probabilities of default and credit rating migrations
• DYNAMIC TIME SERIES BINARY CHOICE
• Bayesian Analysis of Binary and Polychotomous Response Data
• An Optimum Property of Regular Maximum Likelihood Estimation
• Consistent Estimates Based on Partially Consistent Observations
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