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This paper compares two approaches to analyzing longitudinal discrete-time binary outcomes. Dynamic binary response models focus on state occupancy and typically specify low-order Markovian state dependence. Multi-spell duration models focus on transitions between states and typically allow for...
Persistent link: https://www.econbiz.de/10012025722
Dynamic discrete-choice models are an important tool in studies of state dependence in benefit receipt. A common assumption of such models is that benefit receipt sequences follow a conditional Markov process. This property has implications for how estimated period-to-period benefit transition...
Persistent link: https://www.econbiz.de/10011453987
This survey is devoted to the modelling and the estimation of reduced-form transition models, which have been extensively used and estimated in labor microeconometrics. The first section contains a general presentation of the statistical modelling of such processes using continuous-time...
Persistent link: https://www.econbiz.de/10003287608
This survey is devoted to the modelling and the estimation of reduced-form transition models, which have been extensively used and estimated in labor microeconometrics. The first section contains a general presentation of the statistical modelling of such processes using continuous-time...
Persistent link: https://www.econbiz.de/10012784081
In this paper we analyse the movements of French young people between three states: employment, unemployment and non-participation, using data from the waves 1990-1992 of the French Labour Survey. Some of these event histories are left-censored. We therefore address the problem of initial...
Persistent link: https://www.econbiz.de/10014107337
While the literature has established that there is substantial and highly selective return migration, the growing importance of repeat migration has been largely ignored. Using Markov chain analysis, this paper provides a modeling framework for repeated moves of migrants between the host and...
Persistent link: https://www.econbiz.de/10011439143
This paper examines dynamic binary response and multi-spell duration model approaches to analyzing longitudinal discrete-time binary outcomes. Prototypical dynamic binary response models specify low-order Markovian state dependence and restrict the effects of observed and unobserved...
Persistent link: https://www.econbiz.de/10012999209
Persistent link: https://www.econbiz.de/10011918770
A new empirical reduced-form model for credit rating transitions is introduced. It is a parametric intensity-based duration model with multiple states and driven by exogenous covariates and latent dynamic factors. The model has a generalized semi-Markov structure designed to accommodate many of...
Persistent link: https://www.econbiz.de/10011346452
We propose a general class of flexible models for longitudinal data with special emphasis on discrete-time survival data. The model is a finite mixture model where the subjects are allowed to move between components through time. The time-varying probability of component memberships is modeled...
Persistent link: https://www.econbiz.de/10009761536