Gabriel Vasconcelos

Gabriel Vasconcelos

University of California, Irvine

H-index: 9

North America-United States

About Gabriel Vasconcelos

Gabriel Vasconcelos, With an exceptional h-index of 9 and a recent h-index of 9 (since 2020), a distinguished researcher at University of California, Irvine, specializes in the field of Machine Learning, Econometrics, Data Science.

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

Sharpe ratio analysis in high dimensions: Residual-based nodewise regression in factor models

Managers versus Machines: Do Algorithms Replicate Human Intuition in Credit Ratings?

Short-term Covid-19 forecast for latecomers

Predicting mortality from credit reports

Heterogeneity in the effects of food vouchers on nutrition among low-income adults: a quantile regression analysis

Forecasting inflation in a data-rich environment: the benefits of machine learning methods

Residual based nodewise regression in factor models with ultra-high dimensions: Analysis of mean-variance portfolio efficiency and estimation of out-of-sample and constrained …

Sharpe Ratio in High Dimensions: Cases of Maximum Out of Sample, Constrained Maximum, and Optimal Portfolio Choice

Gabriel Vasconcelos Information

University

Position

___

Citations(all)

582

Citations(since 2020)

551

Cited By

198

hIndex(all)

9

hIndex(since 2020)

9

i10Index(all)

9

i10Index(since 2020)

8

Email

University Profile Page

University of California, Irvine

Google Scholar

View Google Scholar Profile

Gabriel Vasconcelos Skills & Research Interests

Machine Learning

Econometrics

Data Science

Top articles of Gabriel Vasconcelos

Title

Journal

Author(s)

Publication Date

Sharpe ratio analysis in high dimensions: Residual-based nodewise regression in factor models

Journal of Econometrics

Mehmet Caner

Marcelo Medeiros

Gabriel FR Vasconcelos

2023/8/1

Managers versus Machines: Do Algorithms Replicate Human Intuition in Credit Ratings?

arXiv preprint arXiv:2202.04218

Matthew Harding

Gabriel FR Vasconcelos

2022/2/9

Short-term Covid-19 forecast for latecomers

International journal of forecasting

Marcelo C Medeiros

Alexandre Street

Davi Valladão

Gabriel Vasconcelos

Eduardo Zilberman

2022/4/1

Predicting mortality from credit reports

Financial Planning Review

Giacomo De Giorgi

Matthew Harding

Gabriel FR Vasconcelos

2021/12

Heterogeneity in the effects of food vouchers on nutrition among low-income adults: a quantile regression analysis

American Journal of Health Promotion

Justin S White

Gabriel Vasconcelos

Matthew Harding

Mandy M Carroll

Christopher D Gardner

...

2021/2

Forecasting inflation in a data-rich environment: the benefits of machine learning methods

Journal of Business & Economic Statistics

Marcelo C Medeiros

Gabriel FR Vasconcelos

Álvaro Veiga

Eduardo Zilberman

2021/1/2

Residual based nodewise regression in factor models with ultra-high dimensions: Analysis of mean-variance portfolio efficiency and estimation of out-of-sample and constrained …

Mehmet Caner

Marcelo C Medeiros

Gabriel FR Vasconcelos

2021

Sharpe Ratio in High Dimensions: Cases of Maximum Out of Sample, Constrained Maximum, and Optimal Portfolio Choice

Mehmet Caner

Marcelo Medeiros

Gabriel FR Vasconcelos

2020/2/3

Penalized time series regression

Macroeconomic Forecasting in the Era of Big Data: Theory and Practice

Anders Bredahl Kock

Marcelo Medeiros

Gabriel Vasconcelos

2020

See List of Professors in Gabriel Vasconcelos University(University of California, Irvine)

Co-Authors

H-index: 32
Marcelo C. Medeiros

Marcelo C. Medeiros

Pontifícia Universidade Católica do Rio de Janeiro

H-index: 31
Alexandre Street

Alexandre Street

Pontifícia Universidade Católica do Rio de Janeiro

H-index: 31
Marcio G.P. Garcia

Marcio G.P. Garcia

Pontifícia Universidade Católica do Rio de Janeiro

H-index: 23
Luiz Eduardo T. Brandao

Luiz Eduardo T. Brandao

Pontifícia Universidade Católica do Rio de Janeiro

H-index: 23
Alvaro Veiga

Alvaro Veiga

Pontifícia Universidade Católica do Rio de Janeiro

H-index: 22
Mehmet Caner

Mehmet Caner

North Carolina State University

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