Dimitris N. Politis

1. The Stationary Bootstrap
   1994/12/01 by Dimitris N. Politis, Joseph P. Romano · 19 citations
2. CDF and Survival Function Estimation with Infinite-Order Kernels
   2009/03/17 by Arthur Berg, Dimitris N. Politis, Berg, Arthur +1 · 1 citation
   Engineering · Mathematics · Physics and Astronomy · #Control Systems and Identification #FOS: Computer and information sciences #Methodology (stat.ME) #Model Reduction and Neural Networks #Statistical Methods and Inference
3. Bootstrap Prediction Inference of Non-linear Autoregressive Models
   2023/06/07 by Kejin Wu, Dimitris N. Politis, Wu, Kejin +1 · 2 citations
   Mathematics · Computer Science · #Statistical Methods and Inference #Neural Networks and Applications #Machine Learning and Data Classification
4. Scalable subsampling: computation, aggregation and inference
   2021/12/13 by Dimitris N. Politis, Politis, Dimitris N. · 2 citations
   Computer Science · Decision Sciences · Mathematics · #Advanced Statistical Process Monitoring #FOS: Mathematics #Machine Learning and Algorithms #Statistical Methods and Inference #Statistics Theory (math.ST)
5. Bootstrap prediction intervals with asymptotic conditional validity and unconditional guarantees
   2020/05/19 by Yunyi Zhang, Zhang, Yunyi, Dimitris N. Politis +1 · 1 citation
   Economics, Econometrics and Finance · Mathematics · #Advanced Statistical Methods and Models #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Mathematics #Financial Risk and Volatility Modeling #Statistical Methods and Inference #Statistics Theory (math.ST)
6. Model-Based and Model-Free point prediction algorithms for locally stationary random fields
   2022/12/06 by Srinjoy Das, Das, Srinjoy, Yiwen Zhang +3 · 1 citation
   Earth and Planetary Sciences · Environmental Science · #FOS: Computer and information sciences #Hydrology and Drought Analysis #Meteorological Phenomena and Simulations #Methodology (stat.ME) #Soil Geostatistics and Mapping
7. Nonparametric estimation of the conditional distribution at regression\n boundary points
   2017/04/03 by Srinjoy Das, Dimitris N. Politis, Das, Srinjoy +1 · 1 citation
   Engineering · Mathematics · #Advanced Statistical Methods and Models #Control Systems and Identification #FOS: Computer and information sciences #Other Statistics (stat.OT) #Statistical Methods and Inference
8. Scalable Subsampling Inference for Deep Neural Networks
   2024/05/14 by Kejin Wu, Wu, Kejin, Dimitris N. Politis +1 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications