activity
20092026
most citedLatent Markov model for longitudinal binary data: An application to the performance evaluation of nursing homes

64 citations · 78 across the 6 of their papers we have counts for

collaborators

6 papers

stat.ME2026

Modeling within-department homogeneity in research quality rankings: an application to the Italian ISPD

Giorgio E. Montanari, Marco Doretti

In this paper, we consider the academic department ranking system of Italy, which is based on a performance index named Indice Standardizzato di Performance Dipartimentale (ISPD).…

stat.AP2014

Item selection by Latent Class-based methods

Francesco Bartolucci, Giorgio E. Montanari, Silvia Pandolfi

The evaluation of nursing homes is usually based on the administration of questionnaires made of a large number of polytomous items. In such a context, the Latent Class (LC) model…

stat.ME2014★ 1 cited

Three-step estimation of latent Markov models with covariates

Francesco Bartolucci, Giorgio E. Montanari, Silvia Pandolfi

We propose a modified version of the three-step estimation method for the latent class model with covariates, which may be used to estimate latent Markov models for longitudinal da…

stat.AP2012★ 11 cited

A hierarchical latent class model for predicting disability small area counts from survey data

Enrico Fabrizi, Giorgio E. Montanari, Maria Giovanna Ranalli

This article considers the estimation of the number of severely disabled people using data from the Italian survey on Health Conditions and Appeal to Medicare. Disability is indire…

stat.AP2010★ 2 cited

An investigation of the discriminant power and dimensionality of items used for assessing health condition of elderly people

Francesco Bartolucci, Giorgio d'Agostino, Giorgio E. Montanari

With reference to the questionnaire adopted within the Italian project "Ulisse" to assess health condition of elderly people, we investigate two important issues: discriminant powe…

stat.AP2009★ 64 cited

Latent Markov model for longitudinal binary data: An application to the performance evaluation of nursing homes

Francesco Bartolucci, Monia Lupparelli, Giorgio E. Montanari

Performance evaluation of nursing homes is usually accomplished by the repeated administration of questionnaires aimed at measuring the health status of the patients during their p…