Wagner Bonat

Wagner Bonat

Universidade Federal do Paraná

H-index: 14

Latin America-Brazil

About Wagner Bonat

Wagner Bonat, With an exceptional h-index of 14 and a recent h-index of 13 (since 2020), a distinguished researcher at Universidade Federal do Paraná, specializes in the field of Estatística, Probabilidade.

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

Multivariate Generalized Linear Mixed Models for Count Data

Multivariate generalized linear mixed models for underdispersed count data

Unit gamma mixed regression models for continuous bounded data

A multinomial generalized linear mixed model for clustered competing risks data

A Kronecker-based covariance specification for spatially continuous multivariate data

TREC & KREC of twins: Decomposing the covariance matrix

Hypothesis tests for multiple responses regression models in R: The htmcglm Package

Multivariate generalized linear models for twin and family data

Wagner Bonat Information

University

Position

Professor de Estatística

Citations(all)

894

Citations(since 2020)

688

Cited By

478

hIndex(all)

14

hIndex(since 2020)

13

i10Index(all)

28

i10Index(since 2020)

21

Email

University Profile Page

Universidade Federal do Paraná

Google Scholar

View Google Scholar Profile

Wagner Bonat Skills & Research Interests

Estatística

Probabilidade

Top articles of Wagner Bonat

Title

Journal

Author(s)

Publication Date

Multivariate Generalized Linear Mixed Models for Count Data

arXiv preprint arXiv:2301.00921

Guilherme P Silva

Henrique A Laureano

Ricardo R Petterle

Paulo JR Júnior

Wagner H Bonat

2023/1/3

Multivariate generalized linear mixed models for underdispersed count data

Journal of Statistical Computation and Simulation

Guilherme Parreira da Silva

Henrique Aparecido Laureano

Ricardo Rasmussen Petterle

Paulo Justiniano Ribeiro Jr

Wagner Hugo Bonat

2023/9/22

Unit gamma mixed regression models for continuous bounded data

Journal of Statistical Computation and Simulation

Ricardo R Petterle

César A Taconeli

José LP da Silva

Guilherme P da Silva

Henrique A Laureano

...

2023/4/13

A multinomial generalized linear mixed model for clustered competing risks data

Computational Statistics

Henrique Aparecido Laureano

Ricardo Rasmussen Petterle

Guilherme Parreira da Silva

Paulo Justiniano Ribeiro Junior

Wagner Hugo Bonat

2023/4/4

A Kronecker-based covariance specification for spatially continuous multivariate data

Stochastic Environmental Research and Risk Assessment

Angélica Maria Tortola Ribeiro

Paulo Justiniano Ribeiro Junior

Wagner Hugo Bonat

2022/12

TREC & KREC of twins: Decomposing the covariance matrix

Henrique Aparecido Laureano

Wagner Hugo Bonat

Stéfanne Maria Jeha Bortoletto

Carolina Cardoso de Mello Prando

2022/9

Hypothesis tests for multiple responses regression models in R: The htmcglm Package

arXiv preprint arXiv:2208.01568

Lineu Alberto Cavazani de Freitas

Wagner Hugo Bonat

2022/8/2

Multivariate generalized linear models for twin and family data

Behavior Genetics

Wagner Hugo Bonat

Jacob VB Hjelmborg

2022/3

MULTILAYER PERCEPTRON ARTIFICIAL NEURAL NETWORKS: AN APPROACH FOR LEARNING THROUGH THE BAYESIAN FRAMEWORK

Brazilian Journal of Biometrics

Suellen Teixeira Zavadzki de PAULI

Mariana KLEINA

Wagner Hugo BONAT

2021/3/30

Modelling multiple outcomes in repeated measures studies: Comparing aesthetic eyelid surgery techniques

Statistical Modelling

Wagner H Bonat

Ricardo R Petterle

Priscilla Balbinot

Alexandre Mansur

Ruth Graf

2021/12

Tweedie regression models and its geometric sums for (semi‐) continuous data

Célestin C Kokonendji

Wagner H Bonat

Rahma Abid

2021/1

High tree diversity enhances light interception in tropical forests

Journal of Ecology

Marina Melo Duarte

Rafael de Andrade Moral

Joannès Guillemot

Caroline Isaac Ferreira Zuim

Catherine Potvin

...

2021/7

Familial risk and heritability of hematologic malignancies in the nordic twin study of cancer

Cancers

Signe B Clemmensen

Jennifer R Harris

Jonas Mengel-From

Wagner H Bonat

Henrik Frederiksen

...

2021/6/16

Multivariate quasi-beta regression models for continuous bounded data

The International Journal of Biostatistics

Ricardo R Petterle

Wagner H Bonat

Cassius T Scarpin

Thaísa Jonasson

Victória ZC Borba

2021/5/14

Comparison of exponential covariance functions for bivariate geostatistical data

Brazilian Journal of Biometrics

Angélica Maria Tortola RIBEIRO

Paulo Justiniano RIBEIRO JÚNIOR

Wagner Hugo BONAT

2021/4/26

Covariance Generalized Linear Models: An Approach for Quantifying Uncertainty in Tree Stem Taper Modeling

Forest Science

Luan Demarco Fiorentin

Wagner Hugo Bonat

Allan Libanio Pelissari

Sebastião do Amaral Machado

Saulo Jorge Téo

2021/12/1

A framework for analyzing the impact of missing data in predictive models

Fabiola Santore

Eduardo C de Almeida

Wagner H Bonat

Eduardo HM Pena

Luiz Eduardo S de Oliveira

2020/10/19

Reparametrization of COM–Poisson regression models with applications in the analysis of experimental data

Statistical Modelling

Eduardo E Ribeiro Jr

Walmes M Zeviani

Wagner H Bonat

Clarice GB Demétrio

John Hinde

2020/10

Inherited and acquired determinants of hepatic CYP3A activity in humans

Frontiers in genetics

Johannes Matthaei

Wagner Hugo Bonat

Reinhold Kerb

Mladen Vassilev Tzvetkov

Jakob Strube

...

2020/8/21

Comparing artificial neural network architectures for Brazilian stock market prediction

Suellen Teixeira Zavadzki de Pauli

Mariana Kleina

Wagner Hugo Bonat

2020/12

See List of Professors in Wagner Bonat University(Universidade Federal do Paraná)

Co-Authors

H-index: 33
Paulo Justiniano Ribeiro Junior

Paulo Justiniano Ribeiro Junior

Universidade Federal do Paraná

H-index: 18
Walmes Marques Zeviani

Walmes Marques Zeviani

Universidade Federal do Paraná

academic-engine