Spindler, Martin
- Applied Causal Inference Powered by ML and AI
2024/03/04 by Victor Chernozhukov, Chernozhukov, Victor, Christian Hansen +7 · 6 voices · 14 citations
Computer Science · Economics, Econometrics and Finance · Engineering · Mathematics · #AI-based Problem Solving and Planning #Advanced Data Processing Techniques #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #cs.LG #econ.EM #stat.ME #stat.ML
- Hyperparameter Tuning for Causal Inference with Double Machine Learning: A Simulation Study
2024/02/07 by Philipp Bach, Bach, Philipp, Oliver Schacht +7 · 8 citations
Computer Science · Engineering · #Econometrics (econ.EM) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Economics and business #Fault Detection and Control Systems #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Post-Selection and Post-Regularization Inference in Linear Models with Many Controls and Instruments
2015/01/13 by Victor Chernozhukov, Christian Hansen, Chernozhukov, Victor +3 · 2 citations
Economics, Econometrics and Finance · Mathematics · #Applications (stat.AP) #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #econ.EM #stat.AP
- Causal mediation analysis with double machine learning
2020/02/28 by Helmut Farbmacher, Martin Huber, Farbmacher, Helmut +7 · 1 voice · 2 citations
Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Health Systems, Economic Evaluations, Quality of Life #Healthcare Policy and Management #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #econ.EM
- Machine Learning for Financial Forecasting, Planning and Analysis: Recent Developments and Pitfalls
2021/07/10 by Helmut Wasserbacher, Wasserbacher, Helmut, Martin Spindler +1 · 2 citations
Decision Sciences · #Stock Market Forecasting Methods
- DoubleMLDeep: Estimation of Causal Effects with Multimodal Data
2024/02/01 by Sven Klaaßen, Klaassen, Sven, Jan Teichert-Kluge +9 · 3 citations
Computer Science · #62 #91 #Artificial Intelligence (cs.AI) #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #I.2.0 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Software Engineering Research
- hdm: High-Dimensional Metrics
2016/08/01 by Victor Chernozhukov, Chris Hansen, Chernozhukov, Victor +4 · 1 citation
Economics, Econometrics and Finance · Mathematics · #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference #econ.EM #stat.ME #stat.ML
- Adventures in Demand Analysis Using AI
2024/12/31 by Philipp Bach, Bach, Philipp, Victor Chernozhukov +10 · 1 voice · 1 citation
Business, Management and Accounting · Computer Science · Decision Sciences · Economics, Econometrics and Finance · Engineering · Mathematics · #Applications (stat.AP) #Artificial Intelligence (cs.AI) #Customer churn and segmentation #FOS: Computer and information sciences #FOS: Economics and business #Forecasting Techniques and Applications #General Economics (econ.GN) #Machine Learning (stat.ML) #Scheduling and Optimization Algorithms #cs.AI #econ.GN #stat.AP #stat.ML