Christian Hansen

Discipline

Economies et finances (18) Méthodes et statistiques (1)

Type de document

Textes imprimés (18)

Co-auteur

Victor Chernozhukov

Alexandre Belloni

Martin Spindler

Yuan Liao

Whitney Newey

Denis Chetverikov

Yinchu Zhu

Kaspar Wüthrich

Vasilis Syrgkanis

James Robins

Damian Kozbur

Kengo Kato

Nathan Kallus

Iván Fernández-Val

Esther Duflo

Mert Demirer

Daniel Chen

Date

Source

arXiv - économie (18)

Mot-clé

science économique (18) Economics (18) Econometrics (18) statistiques (16) Statistics (16) Statistics (16) Statistics (16) Models (15) Inference (13) Methods (11) Example (11) Methods (11) méthodologie (10) Methodology (10) Methodology (10) Selection (9) modèle (8) Mathematics (7) Mathematics (7) Utilization (7) Use (7) Number (7) simulation (6) Treatment (6) Lasso (6) Size (6) spectacle (5) intérêts (5) abords (agglomération) (5) Instruments (5)

Documents écrit par Christian Hansen (18) | parle de Christian Hansen (6)

Applied Causal Inference Powered by ML and AI

Victor Chernozhukov et al. (4 mars 2024)

Inference for Low-Rank Models

Victor Chernozhukov et al. (6 juil. 2021)

Instrumental Variable Quantile Regression

Victor Chernozhukov et al. (28 août 2020)

High-Dimensional Econometrics and Regularized GMM

Alexandre Belloni et al. (5 juin 2018)

Simultaneous Confidence Intervals for High-dimensional Linear Models with Many Endogenous Variables

Alexandre Belloni et al. (21 déc. 2017)

The Factor-Lasso and K-Step Bootstrap Approach for Inference in High-Dimensional Economic Applications

Christian Hansen et al. (28 nov. 2016)

Double/Debiased Machine Learning for Treatment and Causal Parameters

Victor Chernozhukov et al. (29 juil. 2016)

A lava attack on the recovery of sums of dense and sparse signals

Victor Chernozhukov et al. (10 févr. 2015)

Valid Post-Selection and Post-Regularization Inference: An Elementary, General Approach

Victor Chernozhukov et al. (14 janv. 2015)

Post-Selection and Post-Regularization Inference in Linear Models with Many Controls and Instruments

Victor Chernozhukov et al. (13 janv. 2015)

Inference in High Dimensional Panel Models with an Application to Gun Control

Alexandre Belloni et al. (24 nov. 2014)

Program Evaluation and Causal Inference with High-Dimensional Data

Alexandre Belloni et al. (11 nov. 2013)

Supplementary Appendix for "Inference on Treatment Effects After Selection Amongst High-Dimensional Controls"

Alexandre Belloni et al. (26 mai 2013)

Quantile Models with Endogeneity

Victor Chernozhukov et al. (28 mars 2013)

Inference on Treatment Effects After Selection Amongst High-Dimensional Controls

Alexandre Belloni et al. (30 déc. 2011)

Inference for High-Dimensional Sparse Econometric Models

Alexandre Belloni et al. (30 déc. 2011)

LASSO Methods for Gaussian Instrumental Variables Models

Alexandre Belloni et al. (6 déc. 2010)

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

Alexandre Belloni et al. (20 oct. 2010)