Alexandre Belloni

Duke University - Fuqua School of Business

Box 90120

Durham, NC 27708-0120

United States

SCHOLARLY PAPERS

5

DOWNLOADS

137

CITATIONS
Rank 25,491

SSRN RANKINGS

Top 25,491

in Total Papers Citations

10

Scholarly Papers (5)

1.

Choosing Customized Marketing Offers to Attract a Desirable Mix of Customers

Simon School Working Paper No. FR 10-34
Number of pages: 35 Posted: 28 Jul 2010
Duke University - Fuqua School of Business, Simon School of Business – University of Rochester, Duke University and Duke University - Fuqua School of Business
Downloads 65 (270,247)

Abstract:

Choice Sets, College Choice, Utility on Averages, Statistical Approximation, Non-Convex Optimization

2.

L1-Penalized Quantile Regression in High Dimensional Sparse Models

MIT Department of Economics Working Paper No. 09-11
Number of pages: 61 Posted: 30 Apr 2009
Victor Chernozhukov and Alexandre Belloni
Massachusetts Institute of Technology (MIT) - Department of Economics and Duke University - Fuqua School of Business
Downloads 56 (285,726)
Citation 10

Abstract:

median regression, quantile regression, sparse models

3.

Sparse Models and Methods for Optimal Instruments with an Application to Eminent Domain

Econometrica, Vol. 80, No. 6, p. 2369–2429, November 2012 ,
Posted: 05 Jun 2017
Duke University - Fuqua School of Business, University of Toulouse 1 - Toulouse School of Economics Institute for Advanced Studies/Harvard Law School LWP, Massachusetts Institute of Technology (MIT) - Department of Economics and University of Chicago - Booth School of Business

Abstract:

Inference on a Low-Dimensional Parameter after Model Selection, Imperfect Model Selection, Instrumental Variables, Lasso, Post-Lasso, Data-Driven Penalty, Heteroscedasticity, Non-Gaussian Errors, Moderate Deviations for Self-Normalized Sums

4.

Posterior Inference in Curved Exponential Families Under Increasing Dimensions

The Econometrics Journal, Vol. 17, Issue 2, pp. S75-S100, 2014
Number of pages: 26 Posted: 05 Jun 2014
Alexandre Belloni and Victor Chernozhukov
Duke University - Fuqua School of Business and Massachusetts Institute of Technology (MIT) - Department of Economics
Downloads 0 (553,449)

Abstract:

Bernstein–Von Mises theorems, Curved exponential family, Increasing dimensions, Multinomial model with moment restrictions, Multivariate linear models, Seemingly unrelated regression, Single‐equation structural equations

5.

Optimal Admission and Scholarship Decisions: Choosing Customized Marketing Offers to Attract a Desirable Mix of Customers

Marketing Science, Vol. 31, No. 4, pp. 621-636, 2012, DOI: 10.1287/mksc.1120.0707
Posted: 23 Oct 2012
Duke University - Fuqua School of Business, affiliation not provided to SSRN, Duke University and Duke University - Fuqua School of Business

Abstract:

choice sets, college choice, utility on averages, statistical approximation, nonconvex optimization