CUFinder

Martin Spindler

About Martin Spindler

Martin Spindler, With an exceptional h-index of 16 and a recent h-index of 14 (since 2020), a distinguished researcher at Universität Hamburg, specializes in the field of Econometrics, Statistics, Machine Learning, Data Science, Causal Machine Learning.

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

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

DoubleMLDeep: Estimation of Causal Effects with Multimodal Data

Applied Causal Inference Powered by ML and AI

Heterogeneity in the US gender wage gap

Causally learning an optimal rework policy

Digital Finance—The Future of Financial Planning in Companies

Using double machine learning to Understand Nonresponse in the recruitment of a mixed-Mode Online Panel

Label attention network for sequential multi-label classification: you were looking at a wrong self-attention

Martin Spindler Information

University

Position

and Max Planck Society

Citations(all)

1097

Citations(since 2020)

861

Cited By

516

hIndex(all)

16

hIndex(since 2020)

14

i10Index(all)

19

i10Index(since 2020)

19

Email

University Profile Page

Google Scholar

Martin Spindler Skills & Research Interests

Econometrics

Statistics

Machine Learning

Data Science

Causal Machine Learning

Top articles of Martin Spindler

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

arXiv preprint arXiv:2402.04674

2024/2/7

Philipp Bach
Philipp Bach

H-Index: 2

Victor Chernozhukov
Victor Chernozhukov

H-Index: 54

Sven Klaassen
Sven Klaassen

H-Index: 3

Martin Spindler
Martin Spindler

H-Index: 9

DoubleMLDeep: Estimation of Causal Effects with Multimodal Data

arXiv preprint arXiv:2402.01785

2024/2/1

Sven Klaassen
Sven Klaassen

H-Index: 3

Philipp Bach
Philipp Bach

H-Index: 2

Victor Chernozhukov
Victor Chernozhukov

H-Index: 54

Martin Spindler
Martin Spindler

H-Index: 9

Applied Causal Inference Powered by ML and AI

2024

Victor Chernozhukov
Victor Chernozhukov

H-Index: 54

Chris Hansen
Chris Hansen

H-Index: 12

Nathan Kallus
Nathan Kallus

H-Index: 24

Martin Spindler
Martin Spindler

H-Index: 9

Heterogeneity in the US gender wage gap

Journal of the Royal Statistical Society Series A: Statistics in Society

2024/1

Philipp Bach
Philipp Bach

H-Index: 2

Victor Chernozhukov
Victor Chernozhukov

H-Index: 54

Martin Spindler
Martin Spindler

H-Index: 9

Causally learning an optimal rework policy

2023/7/25

Sven Klaassen
Sven Klaassen

H-Index: 3

Martin Spindler
Martin Spindler

H-Index: 9

Sebastian Imhof
Sebastian Imhof

H-Index: 1

Digital Finance—The Future of Financial Planning in Companies

2023/5/18

Martin Spindler
Martin Spindler

H-Index: 9

Using double machine learning to Understand Nonresponse in the recruitment of a mixed-Mode Online Panel

Social Science Computer Review

2023/4

Jannis Kueck
Jannis Kueck

H-Index: 2

Martin Spindler
Martin Spindler

H-Index: 9

Label attention network for sequential multi-label classification: you were looking at a wrong self-attention

arXiv e-prints

2023/3

Martin Spindler
Martin Spindler

H-Index: 9

Uniform inference in high-dimensional gaussian graphical models

Biometrika (2023); arXiv preprint arXiv:1808.10532

2023

Sven Klaassen
Sven Klaassen

H-Index: 3

Martin Spindler
Martin Spindler

H-Index: 9

Victor Chernozhukov
Victor Chernozhukov

H-Index: 54

Machine learning for financial forecasting, planning and analysis: recent developments and pitfalls

2022/3

Martin Spindler
Martin Spindler

H-Index: 9

Sequence embeddings help detect insurance fraud

IEEE Access

2022/2/7

Martin Spindler
Martin Spindler

H-Index: 9

DoubleML-an object-oriented implementation of double machine learning in python

Journal of Machine Learning Research

2022

Philipp Bach
Philipp Bach

H-Index: 2

Victor Chernozhukov
Victor Chernozhukov

H-Index: 54

Martin Spindler
Martin Spindler

H-Index: 9

High-Dimensional Time Series Regressions With HAC and HAR Penalty Loadings

Available at SSRN 4296969

2022/10/2

Martin Spindler
Martin Spindler

H-Index: 9

Causal Inference with Machine Learning

2022/8/25

A Sharma
A Sharma

H-Index: 32

Bernstein-type Inequalities and Nonparametric Estimation under Near-Epoch Dependence

arXiv preprint arXiv:2208.11433

2022/8/24

Zihao Yuan
Zihao Yuan

H-Index: 4

Martin Spindler
Martin Spindler

H-Index: 9

An Improved Bernstein-type Inequality for C-Mixing-type Processes and Its Application to Kernel Smoothing

arXiv preprint arXiv:2208.11481

2022/8/24

Zihao Yuan
Zihao Yuan

H-Index: 4

Martin Spindler
Martin Spindler

H-Index: 9

An explainable attention network for fraud detection in claims management

Journal of Econometrics

2022/6/1

Martin Spindler
Martin Spindler

H-Index: 9

Transformation models in high-dimensions

Journal of Business & Economic Statistics

2022/6/16

Sven Klaassen
Sven Klaassen

H-Index: 3

Jannis Kueck
Jannis Kueck

H-Index: 2

Martin Spindler
Martin Spindler

H-Index: 9

Causal mediation analysis with double machine learning

The Econometrics Journal

2022/5

Martin Huber
Martin Huber

H-Index: 20

Martin Spindler
Martin Spindler

H-Index: 9

Estimation and inference of treatment effects with L2-boosting in high-dimensional settings

Journal of Econometrics

2023/6/1

Jannis Kueck
Jannis Kueck

H-Index: 2

Ye Luo
Ye Luo

H-Index: 5

Martin Spindler
Martin Spindler

H-Index: 9

See List of Professors in Martin Spindler University(Universität Hamburg)

Co-Authors

academic-engine

Useful Links

List of top 50 universities
List of top 100 universities
List of top 500 universities
Find Professors Email
Find Universities Email
CUFinder Academic Engine