Philipp Bach

Discipline

Economies et finances (8) Méthodes et statistiques (2)

Type de document

Textes imprimés (8)

Co-auteur

Martin Spindler

Victor Chernozhukov

Sven Klaassen

Malte S. Kurz

Suhas Vijaykumar

Jan Teichert-Kluge

Oliver Schacht

Jannis Kueck

Date

Source

arXiv - économie (8)

Mot-clé

statistiques (8) science économique (8) Statistics (8) Statistics (8) Economics (8) Statistics (8) Machine learning (7) Econometrics (7) modèle (6) Example (6) papier (5) Methods (5) Paper (5) Inference (5) Methods (5) nuisance (3) intérêts (3) Computer science (3) Lasso (3) Interest (3) Architecture (3) Models (3) informatique (3) simulation (2) politique (2) méthodologie (2) analyse (2) écosystème (2) code (2) méthode (2)

Documents écrit par Philipp Bach (8) | parle de Philipp Bach (1)

Hyperparameter Tuning for Causal Inference with Double Machine Learning: A Simulation Study

Philipp Bach et al. (7 févr. 2024)

DoubleMLDeep: Estimation of Causal Effects with Multimodal Data

Sven Klaassen et al. (1 févr. 2024)

DoubleML -- An Object-Oriented Implementation of Double Machine Learning in Python

Philipp Bach et al. (7 avr. 2021)

DoubleML -- An Object-Oriented Implementation of Double Machine Learning in R

Philipp Bach et al. (17 mars 2021)

Insights from Optimal Pandemic Shielding in a Multi-Group SEIR Framework

Philipp Bach et al. (2 nov. 2020)

Estimation and Uniform Inference in Sparse High-Dimensional Additive Models

Philipp Bach et al. (3 avr. 2020)

Closing the U.S. gender wage gap requires understanding its heterogeneity

Philipp Bach et al. (11 déc. 2018)

Valid Simultaneous Inference in High-Dimensional Settings (with the hdm package for R)

Philipp Bach et al. (13 sept. 2018)