Analysis of multinomial models with unknown index using data augmentation

JA Royle, RM Dorazio, WA Link - Journal of Computational and …, 2007 - Taylor & Francis
Multinomial models with unknown index (“sample size”) arise in many practical settings. In
practice, Bayesian analysis of such models has proved difficult because the dimension of …

[图书][B] Capture-recapture methods for the social and medical sciences

D Böhning, J Bunge, PGM Heijden - 2018 - api.taylorfrancis.com
Capture-Recapture Methods for the Social and Medical Sciences Page 1 Page 2 Chapman &
Hall/CRC Interdisciplinary Statistics Series Edited by Dankmar Böhning Peter GM van der …

Classical multilevel and Bayesian approaches to population size estimation using multiple lists

SE Fienberg, MS Johnson… - Journal of the Royal …, 1999 - academic.oup.com
One of the major objections to the standard multiple-recapture approach to population
estimation is the assumption of homogeneity of individual 'capture'probabilities. Modelling …

Population size estimation using multiple incomplete lists with overcoverage

D Di Cecco, M Di Zio, D Filipponi… - Journal of Official …, 2018 - journals.sagepub.com
The quantity and quality of administrative information available to National Statistical
Institutes have been constantly increasing over the past several years. However, different …

Multiple system estimation using covariates having missing values and measurement error: Estimating the size of the Māori population in New Zealand

PGM Van Der Heijden, M Cruyff… - Journal of the Royal …, 2022 - academic.oup.com
We investigate the use of two or more linked lists, for both population size estimation and the
relationship between variables appearing on all or only some lists. This relationship is …

A multiple-record systems estimation method that takes observed and unobserved heterogeneity into account

E Stanghellini, PGM Van der Heijden - Biometrics, 2004 - academic.oup.com
We present a model to estimate the size of an unknown population from a number of lists
that applies when the assumptions of (a) homogeneity of capture probabilities of individuals …

[HTML][HTML] Population Size Estimation of Men Who Have Sex With Men in Rwanda: Three-Source Capture-Recapture Method

E Tuyishime, C Kayitesi… - JMIR Public Health …, 2023 - publichealth.jmir.org
Background Globally, men who have sex with men (MSM) continue to bear a
disproportionately high burden of HIV infection. Rwanda experiences a mixed HIV epidemic …

Analysis of capture‐recapture data with a Rasch‐type model allowing for conditional dependence and multidimensionality

F Bartolucci, A Forcina - Biometrics, 2001 - Wiley Online Library
In this article, we show that, if subjects are assumed to be homogeneous within a finite set of
latent classes, the basic restrictions of the Rasch model (conditional independence and …

Estimating population size in multiple record systems with uncertainty of state identification

D Di Cecco - Analysis of integrated data, 2019 - taylorfrancis.com
This chapter argues that both issues, of uncertainty of detection and uncertainty of state
identification, are present in the data at hand. It provides to a capture–recapture setting …

Bayesian latent class models for capture–recapture in the presence of missing data

D Di Cecco, M Di Zio, B Liseo - Biometrical Journal, 2020 - Wiley Online Library
We propose a method for estimating the size of a population in a multiple record system in
the presence of missing data. The method is based on a latent class model where the …