Rosangela Helena Loschi

Rosangela Helena Loschi

Universidade Federal de Minas Gerais

H-index: 18

Latin America-Brazil

About Rosangela Helena Loschi

Rosangela Helena Loschi, With an exceptional h-index of 18 and a recent h-index of 12 (since 2020), a distinguished researcher at Universidade Federal de Minas Gerais, specializes in the field of Bayesian Inference, clustering analysis, change point models, models for underreported data, degradation models.

His recent articles reflect a diverse array of research interests and contributions to the field:

Dynamic multivariate Gamma-Gamma general path model: An alternative approach to time-variant degradation rates

Inducing High Spatial Correlation with Randomly Edge-Weighted Neighborhood Graphs

Multipartition model for multiple change point identification

Handling categorical features with many levels using a product partition model

Flexible Bayesian modelling in dichotomous item response theory using mixtures of skewed item curves

Bayesian Robustness in Change Point Analysis

Bias correction in clustered underreported data

Bayesian Dynamic Estimation of Mortality Schedules in Small Areas

Rosangela Helena Loschi Information

University

Position

Professora de Estatistica

Citations(all)

1093

Citations(since 2020)

421

Cited By

894

hIndex(all)

18

hIndex(since 2020)

12

i10Index(all)

33

i10Index(since 2020)

15

Email

University Profile Page

Universidade Federal de Minas Gerais

Google Scholar

View Google Scholar Profile

Rosangela Helena Loschi Skills & Research Interests

Bayesian Inference

clustering analysis

change point models

models for underreported data

degradation models

Top articles of Rosangela Helena Loschi

Title

Journal

Author(s)

Publication Date

Dynamic multivariate Gamma-Gamma general path model: An alternative approach to time-variant degradation rates

Applied Mathematical Modelling

Guilherme A Veloso

Thiago R dos Santos

Rosangela H Loschi

2024/1/1

Inducing High Spatial Correlation with Randomly Edge-Weighted Neighborhood Graphs

Bayesian Analysis

Danna L Cruz-Reyes

Renato M Assunção

Rosangela H Loschi

2023/12

Multipartition model for multiple change point identification

TEST

Ricardo C Pedroso

Rosangela H Loschi

Fernando Andrés Quintana

2023/6

Handling categorical features with many levels using a product partition model

The Annals of Applied Statistics

Tulio L Criscuolo

Renato M Assunção

Rosangela H Loschi

Wagner Meira Jr

Danna Cruz-Reyes

2023/3

Flexible Bayesian modelling in dichotomous item response theory using mixtures of skewed item curves

British Journal of Mathematical and Statistical Psychology

Flávio B Gonçalves

Juliane Venturelli SL

Rosangela H Loschi

2023/2

Bayesian Robustness in Change Point Analysis

Journal of Statistical Theory and Practice

Jacqueline Alves Ferreira

Rosangela Helena Loschi

Fabrizio Ruggeri

2022/12

Bias correction in clustered underreported data

Bayesian Analysis

Guilherme Lopes de Oliveira

Raffaele Argiento

Rosangela Helena Loschi

Renato Martins Assunção

Fabrizio Ruggeri

...

2022/3

Bayesian Dynamic Estimation of Mortality Schedules in Small Areas

arXiv preprint arXiv:2105.02203

Guilherme Lopes de Oliveira

Rosangela Helena Loschi

Renato Martins Assunção

2021/5/5

Estimation of underreporting in Brazilian tuberculosis data, 2012-2014

arXiv preprint arXiv:2105.00890

Guilherme Lopes de Oliveira

Rosangela Helena Loschi

2021/5/3

A Comparison of Product Partition Model Applications to Univariate Multiple Change-Point Analysis

Ricardo Pedroso

Rosangela H Loschi

2021

Modelo de Prediçao de Escolha de Rotas baseado em Traces de Mobilidade Veicular

Augusto CSA Domingues

Letícia Pinto

Fabrício A Silva

Rosângela H Loschi

Antonio AF Loureiro

2021/8/16

Bayesian analysis

Bayesian Analysis

FO Bunnin

JQ Smith

F Ruggeri

M Sánchez-Sánchez

MÁ Sordo

...

2021

Dynamic linear degradation model: Dealing with heterogeneity in degradation paths

Reliability Engineering & System Safety

Guilherme A Veloso

Rosangela H Loschi

2021/6/1

A bayesian modeling approach to private preparedness behavior against flood hazards

Demography of Population Health, Aging and Health Expenditures

Pedro Araújo

Gilvan Guedes

Rosangela Loschi

2020

Um modelo identificável para dados de degradação quando unidades operam em condições distintas

Simpósio de Pesquisa Operacional e Logística da Marinha

Letícia Pereira Pinto

Cristiano de Carvalho Santos

Rosangela Helena Loschi

2020

Semi-parametric Bayesian models for heterogeneous degradation data: An application to laser data

Reliability Engineering & System Safety

Cristiano C Santos

Rosangela H Loschi

2020/10/1

Bayesian cure fraction models with measurement error in the scale mixture of normal distribution

Statistical Methods in Medical Research

Anna RS Marinho

Rosangela H Loschi

2020/9

See List of Professors in Rosangela Helena Loschi University(Universidade Federal de Minas Gerais)