Näf, Jeffrey

1. Distributional Random Forests: Heterogeneity Adjustment and Multivariate\n Distributional Regression
   2020/05/29 by Domagoj Ćevid, Loris Michel, Ćevid, Domagoj +7 · 7 citations
   Computer Science · #FOS: Computer and information sciences #Face and Expression Recognition #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Neural Networks and Applications
2. On the Use of Random Forest for Two-Sample Testing
   2019/03/14 by Hediger, Simon, Michel, Loris, Näf, Jeffrey · 3 citations
   #FOS: Computer and information sciences #Methodology (stat.ME)
3. Imputation Scores
   2021/06/07 by Näf, Jeffrey, Spohn, Meta-Lina, Michel, Loris +1 · 3 citations
   #Applications (stat.AP) #FOS: Computer and information sciences #Methodology (stat.ME)
4. PKLM: A flexible MCAR test using Classification
   2021/09/21 by Meta-Lina Spohn, Jeffrey Näf, Spohn, Meta-Lina +5 · 1 citation
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Methodology (stat.ME) #Neural Networks and Applications #Statistical Methods and Inference
5. What Is a Good Imputation Under MAR Missingness?
   2024/03/28 by Näf, Jeffrey, Scornet, Erwan, Josse, Julie · 3 citations
   #FOS: Mathematics #Statistics Theory (math.ST)
6. Confidence and Uncertainty Assessment for Distributional Random Forests
   2023/02/11 by Jeffrey Näf, Corinne Emmenegger, Näf, Jeffrey +5 · 1 citation
   Mathematics · Computer Science · #Statistical Methods and Inference #Bayesian Modeling and Causal Inference #Statistical Methods and Bayesian Inference
7. MMD-based Variable Importance for Distributional Random Forest
   2023/10/18 by Bénard, Clément, Näf, Jeffrey, Josse, Julie · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
8. Causal-DRF: Conditional Kernel Treatment Effect Estimation using Distributional Random Forest
   2024/11/13 by Näf, Jeffrey, Susmann, Herbert · 1 citation
   #FOS: Computer and information sciences #Methodology (stat.ME)