| Modern Statistical Models and Methods for Estimating Fatigue-Life and Fatigue-Strength Distributions from Experimental Data |
William Q. Meeker, Luis A. Escobar, Francis G. Pascual, Yili Hong, Peng Liu, Wayne M. Falk, and Balajee Ananthasayanam
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| Analysis of Linked Files: A Missing Data Perspective |
Gauri Kamat and Roee Gutman
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| No need for an oracle: the nonparametric maximum likelihood decision in the compound decision problem is minimax |
Ya’acov Ritov
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| On the Mixed-Model Analysis of Covariance in Cluster-Randomized Trials |
Bingkai Wang, Michael O. Harhay, Dylan S. Small, Tim P. Morris, and Fan Li
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| Multivariate Matérn Models — A Spectral Approach |
Drew Yarger, Stilian Stoev, and Tailen Hsing
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| Review of Quasi-Randomization Approaches for Estimation from Non-probability Samples |
Vladislav Beresovsky, Julie Gershunskaya, and Terrance D Savitsky
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| Randomized and Exchangeable Improvements of Markov’s, Chebyshev’s and Chernoff’s Inequalities |
Aaditya Ramdas and Tudor Manole
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| What You See is Not What is There: Mechanisms, Models and Methods for Point Pattern Deviations |
Peter Guttorp, Janine Illian, Joel Kostensalo, Mikko Kuronen, Mari Myllymäki, Aila Särkkä, and Thordis Thorarinsdottir
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| A Bayesian Practitioner’s Guide to Expectation Propagation |
Jackson Zhou, Clara Grazian, and John Thomas Ormerod
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| Markov Chain Monte Carlo Significance Tests |
Michael Howes
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| The Infinitesimal Jackknife and Combinations of Models |
Indrayudh Ghosal, Yunzhe Zhou, and Giles Hooker
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| Overdispersed Multinomial Models |
Antonio Forcina and Jose Manuel Pavia
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| Bayesian Nonparametric Inference for “Species-Sampling” Problems |
Cecilia Balocchi, Stefano Favaro, and Zacharie Naulet
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| On Matérn Covariance and Gaussian Markov Random Fields: A Spectral Analysis |
Patrick Edward Brown and Jamie Stafford
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| Overlap Measures Against Roc Summary Indices |
M.Carmen Pardo and Alba M. Franco Pereira
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| Evidence Bounds in Singular Models: Probabilistic and Variational Perspectives |
Anirban Bhattacharya, Debdeep Pati, Sean Plummer, and Yun Yang
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| Doubly Ranked Tests of Location for Grouped Functional Data |
Mark J Meyer
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| A Primer on Bayesian Neural Networks: Review and Debates |
Julyan Arbel, Konstantinos Pitas, Mariia Vladimirova, and Vincent Fortuin
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| An Overview of Asymptotic Normality in Stochastic Blockmodels:~Cluster Analysis and Inference |
Joshua Agterberg and Joshua Cape
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| Approximate Inference With Exponential Tilting Densities: Theory and Applications |
Xiaoping Shi, Xiang-Sheng Wang, Augustine Wong, and Wei Lin
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| A Conversation with Byron J.T. Morgan |
Rachel S. McCrea and Byron J. T. Morgan
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| Re-thinking Spatial Confounding in Spatial Linear Mixed Models |
Kori Khan and Candace Berrett
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| The Intersection of Location-Allocation, Partitional Clustering and Model-Based Clustering Techniques |
Tero Lähderanta, Lauri Lovén, Leena Ruha, Teemu Leppänen, Markku Kuismin, Ilkka Launonen, Susanna Pirttikangas, Jukka Riekki, and Mikko Sillanpää
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| A Note on Distance Variance for Categorical Variables |
Qingyang Zhang
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| A Unified Theory of Exact Inference and Learning in Exponential Family Latent Variable Models |
Sacha Sokoloski
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| Jeffreys-Prior Penalty for High-Dimensional Logistic Regression: A Conjecture About Aggregate Bias |
Ioannis Kosmidis and Patrick Zietkiewicz
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| Posterior Ramifications of Prior Dependence Structures |
Luke Hagar and Nathaniel Tyler Stevens
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| Conditionality Principle Under Unconstrained Randomness |
Vladimir Vovk
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| Choosing Alpha Post Hoc: The Danger of Multiple Standard Significance Thresholds |
Jesse Hemerik and Nick W Koning
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| Evaluating Machine Learning Models in Non-Standard Settings: An Overview and New Findings |
Roman Hornung, Malte Nalenz, Lennart Schneider, Andreas Bender, Ludwig Bothmann, Bernd Bischl, Thomas Augustin, and Anne-Laure Boulesteix
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| A Review of Off-Policy Evaluation in Reinforcement Learning |
Masatoshi Uehara, Chengchun Shi, and Nathan Kallus
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| Gibbs Optimal Design of Experiments |
Antony Overstall, Jacinta Holloway-Brown, and James McGree
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| The Central Role of the Loss Function in Reinforcement Learning |
Kaiwen Wang, Nathan Kallus, and Wen Sun
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| The Two Cultures of Prevalence Mapping: Small Area Estimation and Model-Based Geostatistics |
Jon Wakefield, Peter Gao, Geir-Arne Fuglstad, and Zehang Li
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| On Weighted Orthogonal Learners for Heterogeneous Treatment Effects |
Paweł Morzywołek, Johan Decruyenaere, and Stijn Vansteelandt
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| Restricted Maximum Likelihood Estimation in Generalized Linear Mixed Models |
Luca Maestrini, Francis K.C. Hui, and Alan H. Welsh
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| High-Probability Minimax Lower Bounds |
Tianyi Ma, Kabir A. Verchand, and Richard J. Samworth
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| The Fundamental Limits of Structure-Agnostic Functional Estimation |
Sivaraman Balakrishnan, Edward Kennedy, and Larry Wasserman
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| The Theory of Online Control |
Elad Hazan and Karan Singh
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| Stochastic Approximation and Reinforcement Learning: The Interface and a Little Beyond |
Vivek Shripad Borkar
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| Offline Reinforcement Learning in Large State Spaces: Algorithms and Guarantees |
Nan Jiang and Tengyang Xie
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| Sample-based Planning and Learning with Function Approximation |
Tor Lattimore and Csaba Szepesvari
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| Sources of Uncertainty in Supervised Machine Learning – A Statisticians’ View |
Cornelia Gruber, Patrick Oliver Schenk, Malte Schierholz, Frauke Kreuter, and Göran Kauermann
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| A Conversation with Murad S. Taqqu |
Shuyang Bai, Herold Dehling, Piotr Kokoszka, Vladas Pipiras, Stilian Stoev, and Walter Willinger
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| Which Depth to Use to Construct Functional Boxplots? |
Stanislav Nagy, Tomáš Mrkvička, and Antonio Elias
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| Conversation with Stephen Buckland |
David L Borchers and Eric Rexstad
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| The Many Routes to the Ubiquitous Bradley-Terry Model |
Ian Hamilton, Nicholas Tawn, and David Firth
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| On the Statistical Complexity for Offline and Low-Adaptive Reinforcement Learning with Structures |
Ming Yin, Mengdi Wang, and Yu-Xiang Wang
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| A Diagnostic Function for the Accuracy of Bootstrap Confidence Intervals |
Bradley Efron
|
| Interpretation of Local False Discovery Rates Under the Zero Assumption |
Daniel Xiang, Nikolaos Ignatiadis and Peter McCullagh
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| Partially Observable RL: Benign Structures and Simple Generic Algorithms |
Qinghua Liu and Chi Jin
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| On the Minimum Strength of (Unobserved) Covariates to Overturn an Insignificant Result |
Danielle Tsao, Ronan Perry and Carlos Cinelli
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| On the Lack of Weak Continuity of Chatterjee’s Correlation Coefficient |
Axel Bücher and Holger Dette
|
| On Neighbourhood Cross Validation |
Simon Wood
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| Impact of Kolmogorov-Nagumo’s Average in Statistics and Related Fields |
Nidhin K
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| Replicable Bandits for Digital Health Interventions |
Kelly Wang Zhang, Nowell Closser, Anna L Trella and Susan A Murphy
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| Leveraging external data in the analysis of randomized controlled trials: a comparative analysis |
Gopal Kotecha, Daniel E. Schwartz, Steffen Ventz and Lorenzo Trippa
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| Unifying Boxplots: A Multiple Testing Perspective |
Bowen Gang, Homgmei Lin and Tiejun Tong
|
| Introduction to the Special Issue on Reinforcement Learning |
Nan Jiang and Ambuj Tewari
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| Sampling, Diffusions, and Stochastic Localization |
Andrea Montanari
|
| Nondimensionalizing physical and statistical models: a unified approach |
Tae Yoon Lee, James V Zidek, and Nancy Heckman
|
| The diachronic Bayesian |
Vladimir Vovk
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| Identification and Classification of Highly-Cited Statistical Papers |
Michael J Schell and Ji-Hyun Lee
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| Inference with Sequential Monte-Carlo Computation of p-values: Fast and Valid Approaches |
Ivo V. Stoepker and Rui M. Castro
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| Evidential model averaging: Combining p-values and Bayes factors to propagate uncertainty about statistical methods and their assumptions |
David R. Bickel
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| Mixture priors for replication studies |
Roberto Macrì Demartino, Leonardo Egidi, Leonhard Held and Samuel Pawel
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| A New Objection to the Jeffreys Prior for the (Negative) Binomial |
Frank Tuyl, Richard Gerlach and Kerrie Mengersen
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| Calling Things by Their Proper Names in Statistics and Probability: Subjectivity and Objectivity |
Joseph B. Kadane
|