Alexandre Belloni

Biographic Data

ID3960607
NAMEAlexandre Belloni
GIVEN NAMESAlexandre
FAMILY NAMEBelloni
SIGNATUREBELLONI A
AFFILIATIONSDuke University
ORCID0000-0001-9368-8833
VERIFIEDYes
TOTAL WORKS5
TOTAL CITATIONS23
WORKS AS AUTHOR5
WORKS AS EDITOR0
FIRST PUBLICATION YEAR2014
LATEST PUBLICATION YEAR2025
H-INDEX1

  • Desenvolvimento De Um Sistema De Gestão Integrada Entre Dados De Um Erp E Dashboards Utilizando Power Bi

    Open AccessAlexandre Belloni, Eduardo da Silva FernandesARTICLERevista Campo da História2025

    Este trabalho apresenta o desenvolvimento de um sistema de gestão integrada, conectando um ERP a dashboards interativos utilizando o Power BI e o Firebase. A importância da integração de ferramentas de Business Intelligence (BI) para a visualização de dados empresariais tem sido crucial para a tomada de decisões estratégicas em tempo real, especialmente em ambientes corporativos. Neste projeto, os dados foram obtidos diretamente da plataforma dat…

  • Inference in High-Dimensional Panel Models With an Application to Gun Control

    Alexandre Belloni, Victor Chernozhukov et al.ARTICLEJournal of Business and Economic…2016

    We consider estimation and inference in panel data models with additive unobserved individual specific heterogeneity in a high-dimensional setting. The setting allows the number of time-varying regressors to be larger than the sample size. To make informative estimation and inference feasible, we require that the overall contribution of the time-varying variables after eliminating the individual specific heterogeneity can be captured by a relativ…

  • Post-Selection Inference for Generalized Linear Models With Many Controls

    Alexandre Belloni, Victor Chernozhukov et al.ARTICLEJournal of Business and Economic…2016

    This article considers generalized linear models in the presence of many controls. We lay out a general methodology to estimate an effect of interest based on the construction of an instrument that immunizes against model selection mistakes and apply it to the case of logistic binary choice model. More specifically we propose new methods for estimating and constructing confidence regions for a regression parameter of primary interest α0, a parame…

  • Inference on Treatment Effects after Selection among High-Dimensional Controls

    Alexandre Belloni, Victor Chernozhukov et al.ARTICLEThe Review of Economic Studies2014

    We propose robust methods for inference about the effect of a treatment variable on a scalar outcome in the presence of very many regressors in a model with possibly non-Gaussian and heteroscedastic disturbances. We allow for the number of regressors to be larger than the sample size. To make informative inference feasible, we require the model to be approximately sparse; that is, we require that the effect of confounding factors can be controlle…

  • High-Dimensional Methods and Inference on Structural and Treatment Effects

    Open AccessAlexandre Belloni, Victor Chernozhukov et al.ARTICLEThe Journal of Economic…2014Cited by: 23References: 19

    Data with a large number of variables relative to the sample size-"high-dimensional data"-are readily available and increasingly common in empirical economics. Highdimensional data arise through a combination of two phenomena. First, the data may be inherently high dimensional in that many different characteristics per observation are available. For example, the US Census collects information on hundreds of individual characteristics and scanner …