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1. Exact Recovery Guarantees for Parameterized Nonlinear System Identification Problem under Sparse Disturbances or Semi-Oblivious Attacks
   2024/08/30 by Zhang, Haixiang, Yalcin, Baturalp, Lavaei, Javad +1 · 1 citation
   #62 #90 #93 #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
2. Incorporating Memory into Continuous-Time Spatial Capture-Recapture Models
   2024/08/30 by Clara Panchaud, Ruth King, Panchaud, Clara +9 · 1 citation
   Environmental Science · Mathematics · Medicine · #62 #Applications (stat.AP) #Census and Population Estimation #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Methodology (stat.ME) #Wildlife Ecology and Conservation
3. Measurement Error-Robust Causal Inference via Constructed Instrumental Variables
   2024/06/03 by Miles, Caleb H., Valeri, Linda, Coull, Brent · 1 citation
   #62 #FOS: Computer and information sciences #Methodology (stat.ME)
4. LaT-PFN: A Joint Embedding Predictive Architecture for In-context Time-series Forecasting
   2024/05/16 by Stijn Verdenius, Verdenius, Stijn, Andrea Zerio +3 · 1 citation
   Computer Science · Decision Sciences · #62 #68 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
5. Some properties of Euler capital allocation
   2024/05/01 by Lars Holden, Holden, Lars · 1 citation
   Mathematics · #62 #91 #FOS: Economics and business #FOS: Mathematics #G.3 #Mathematics and Applications #Portfolio Management (q-fin.PM) #Probability (math.PR) #Risk Management (q-fin.RM)
6. Sample size planning for estimating the global win probability with assurance and precision
   2024/04/05 by Di Shu, Guangyong Zou, Shu, Di +1 · 1 citation
   Computer Science · Decision Sciences · Mathematics · #62 #Advanced Statistical Process Monitoring #FOS: Computer and information sciences #G.3 #Methodology (stat.ME) #Software Reliability and Analysis Research #Statistical Methods in Clinical Trials
7. On two-sample testing for data with arbitrarily missing values
   2024/03/22 by Yijin Zeng, Zeng, Yijin, Niall M. Adams +3 · 1 citation
   Computer Science · Mathematics · #62 #Advanced Statistical Methods and Models #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference
8. DoubleMLDeep: Estimation of Causal Effects with Multimodal Data
   2024/02/01 by Sven Klaaßen, Jan Teichert-Kluge, Klaassen, Sven +9 · 2 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
9. Information Geometry and Asymptotics for Kronecker Covariances
   2023/08/04 by Andrew McCormack, Peter D. Hoff, McCormack, Andrew +1 · 1 citation
   Computer Science · Physics and Astronomy · #62 #Bayesian Modeling and Causal Inference #FOS: Mathematics #Statistical Mechanics and Entropy #Statistics Theory (math.ST)
10. GeoCoDA: Recognizing and Validating Structural Processes in Geochemical Data. A Workflow on Compositional Data Analysis in Lithogeochemistry
    2023/07/07 by Grunsky, Eric, Greenacre, Michael, Kjarsgaard, Bruce · 1 citation
    #62 #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Methodology (stat.ME)
11. All about sample-size calculations for A/B testing: Novel extensions and practical guide
    2023/05/25 by Jing Zhou, Jiannan Lu, Zhou, Jing +3 · 1 citation
    Agricultural and Biological Sciences · Mathematics · #62 #Advanced Causal Inference Techniques #Applications (stat.AP) #FOS: Computer and information sciences #Methodology (stat.ME) #Pesticide Residue Analysis and Safety #Statistical Methods in Clinical Trials
12. Exact Recovery for System Identification with More Corrupt Data than Clean Data
    2023/05/17 by Baturalp Yalçın, Yalcin, Baturalp, Javad Lavaei +4 · 1 citation
    Computer Science · Engineering · #62 #90 #93 #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Mathematics #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning and Algorithms #Optimization and Control (math.OC)
13. Mixed-Response State-Space Model for Analyzing Multi-Dimensional Digital Phenotypes
    2023/04/29 by Tianchen Xu, Yuan Chen, Xu, Tianchen +5 · 1 citation
    Computer Science · Neuroscience · Psychology · #62 #Applications (stat.AP) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Mental Health Research Topics #Methodology (stat.ME) #Network Time Synchronization Technologies
14. The chiPower transformation: a valid alternative to logratio transformations in compositional data analysis
    2022/11/12 by Michael Greenacre, Greenacre, Michael · 3 citations
    Computer Science · #62 #FOS: Computer and information sciences #G.3 #Geochemistry and Geologic Mapping #Methodology (stat.ME)
15. LocalGLMnet: interpretable deep learning for tabular data
    2021/07/23 by Richman, Ronald, Wüthrich, Mario V. · 1 citation
    #62 #68 #Applications (stat.AP) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Finance (q-fin.ST)
16. Estimating Precipitation Extremes using Log-Histospline
    2018/02/26 by Whitney K. Huang, Douglas Nychka, Huang, Whitney K. +3 · 1 citation
    Earth and Planetary Sciences · Environmental Science · #62 #Climate variability and models #FOS: Computer and information sciences #Hydrology and Drought Analysis #Meteorological Phenomena and Simulations #Methodology (stat.ME)
17. A Decision Theoretic Approach to A/B Testing
    2017/10/10 by David E. Goldberg, James E. Johndrow, Goldberg, David +1 · 1 citation
    Computer Science · Mathematics · #62 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning and Data Classification #Methodology (stat.ME) #Statistical Methods and Inference #Statistical Methods in Clinical Trials #Statistics Theory (math.ST)
18. On the Latent Variable Interpretation in Sum-Product Networks
    2016/01/22 by Peharz, Robert, Gens, Robert, Pernkopf, Franz +1 · 3 citations
    #62 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
19. Review of Functional Data Analysis
    2015/07/18 by Jane-Ling Wang, Jeng‐Min Chiou, Wang, Jane-Ling +3 · 2 citations
    Chemistry · Computer Science · Mathematics · #62 #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Methodology (stat.ME) #Spectroscopy and Chemometric Analyses #Time Series Analysis and Forecasting
20. Fréchet Means for Distributions of Persistence diagrams
    2012/06/13 by Katharine Turner, Turner, Katharine, Yuriy Mileyko +5 · 14 citations
    Computer Science · Mathematics · Medicine · #51 #62 #Advanced Neuroimaging Techniques and Applications #FOS: Mathematics #General Topology (math.GN) #Markov Chains and Monte Carlo Methods #Metric Geometry (math.MG) #Statistics Theory (math.ST) #Topological and Geometric Data Analysis