Paper title |
Author(s) |
Link to the Paper (when accepted) |
Accuracy of Gaussian approximation for high-dimensional posterior distributions |
Vladimir Spokoiny, Maxim Panov |
PDF |
On the robustness of the minimim $\ell_2$ interpolator |
Matthieu Lerasle, Geoffrey Chinot |
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An efficient Averaged Stochastic Gauss-Newton algorithm for estimating parameters of non linear regressions models |
Peggy Cénac, Antoine Godichon-Baggioni, Bruno Portier |
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Noise Covariance Estimation in Multi-Task High-dimensional Linear Models |
Kai Tan, Gabriel Romon, Pierre C Bellec |
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Asymptotics for isotropic Hilbert-valued spherical random fields |
Alessia Caponera |
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Signal Detection in Degree corrected ERGMs |
Yuanzhe Xu, Sumit Mukherjee |
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Stochastic fractional diffusion equations with Gaussian noise rough in space |
Yuhui Guo, Jian Song, Xiaoming Song |
PDF |
Functional Linear Quantile Regression on a Two-dimensional Domain |
Nan Zhang, Peng Liu, Linglong Kong, Bei Jiang, Jianhua Z. Huang |
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Finitely additive mass transportation |
Pietro Rigo |
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Local convergence rates of the nonparametric least squares estimator with applications to transfer learning |
Johannes Schmidt-Hieber, Petr Zamolodtchikov |
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Representation of random variables as Lebesgue integrals |
Sara Biagini, Gordan Zitkovic |
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A large-sample theory for infinitesimal gradient boosting |
Clément Dombry, Jean-Jil Duchamps |
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Kernel-weighted specification testing under general distributions |
Sid Kankanala, Victoria Zinde-Walsh |
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Asymptotics of Discrete Schrödinger Bridges via Chaos Decomposition |
Zaid Harchaoui, Lang Liu, Soumik Pal |
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Parametric inference for ergodic McKean-Vlasov stochastic differential equations |
Valentine Genon-Catalot, Catherine Larédo |
PDF |
M-estimation for varying coefficient models with a functional response in a reproducing kernel Hilbert space |
Linglong Kong, Yafei Wang, Bei Jiang, Zhongzhan Zhang |
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A Spectral Representation of Kernel Stein Discrepancy with Application to Goodness-of-Fit Tests for Measures on Infinite Dimensional Hilbert Spaces |
George Wynne, Mikołaj Kaspzak, Andrew B Duncan |
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Towards standard imsets for maximal ancestral graphs |
Zhongyi Hu, Robin Evans |
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Large deviations of reflected weakly interacting particle systems |
Ping Chen, Rong Wei, Tusheng Zhang |
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Learning to reflect: A unifying approach for data-driven stochastic control strategies |
Sören Christensen, Claudia Strauch, Lukas Trottner |
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On large deviations and intersection of random interlacements |
Xinyi Li, Zijie Zhuang |
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Sparse Signal Detection in Heteroscedastic Gaussian Sequence Models: Sharp Minimax Rates |
Julien Chhor, Rajarshi Mukherjee, Subhabrata Sen |
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Empirical Bayes inference for the block maxima method
|
Simone Andrea Padoan, Stefano Rizzelli |
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Limit theorems for random Motzkin paths near boundary
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Włodzimierz Bryc, Yizao Wang |
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Poincaré inequality and integrated curvature-dimension criterion for generalised Cauchy and convex measures
|
Baptiste Huguet
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PDF |
Sequential Change Diagnosis Revisited and the Adaptive Matrix CuSum
|
Austin Jay Warner, Georgios Fellouris |
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A trajectorial approach to entropy dissipation for degenerate parabolic equations
|
Donghan Kim, Lane Chun Yeung |
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Adaptive inference over Besov spaces in the white noise model using p-exponential priors
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Sergios Agapiou, Aimilia Savva
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An asymptotic Peskun ordering and its application to lifted samplers
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Philippe Gagnon, Florian Maire
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Low-rank Matrix Recovery under Heavy-tailed Errors
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Myeonghun Yu, Qiang Sun, Wenxin Zhou
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When scattering transform meets non-Gaussian random processes, a double scaling limit result
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Hau-tieng Wu, Gi-Ren Liu, Yuan-Chung Sheu
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Multiscale jump testing and estimation under complex temporal dynamics
|
Weichi Wu, Zhou Zhou
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The motion of the tagged particle in asymmetric exclusion process with long jumps |
Linjie Zhao
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Conditional hazard rate estimation for right censored data
|
Sam Efromovich
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Detecting long-range dependence for time-varying linear models
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Lujia Bai, Weichi Wu
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Sparse M-estimators in semi-parametric copula models
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Jean-David Fermanian, Benjamin Poignard
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Moment inequalities for sums of weakly dependent random fields
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Gilles Blanchard, Alexandra Carpentier, Oleksandr Zadorozhnyi
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Optimal choice of bootstrap block length for periodically correlated time series
|
Patrice Bertail, Anna Ewa Dudek
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Moments of exponential functionals of L\'{e}vy processes on a deterministic horizon - identities and explicit expressions
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Zbigniew Palmowski, Hristo Sariev, Mladen Savov
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Kernel Two-Sample Tests for Manifold Data
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Xiuyuan Cheng, Yao Xie
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Detecting changes in the trend function of heteroscedastic time series
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Sara Kristin Schmidt
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Minimum information dependence modelling
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Tomonari Sei, Keisuke Yano
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Poisson approximation of Poisson-driven point processes and extreme values in stochastic geometry
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Moritz Otto
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Asymptotic Analysis of Statistical Estimators related to MultiGraphex Processes under Misspecification
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Zacharie Naulet, Judith Rousseau, François Caron
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Some rapidly mixing hit-and-run samplers for latent counts in linear inverse problems
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Martin Hazelton, Michael McVeagh, Bruce van Brunt, Christopher Tuffley
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Joint distribution of the area and the number of peaks
|
Vladislav Kargin
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Shrinkage estimation of higher order Bochner integrals
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Saiteja Utpala, Bharath K Sriperumbudur
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PDF |
Smoothed circulas: nonparametric estimation of circular cumulative distribution functions and circulas
|
Jose Ameijeiras-Alonso, Irène Gijbels
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PDF |
Local polynomial trend regression for spatial data on $\mathbb{R}^d$
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Daisuke Kurisu, Yasumasa Matsuda
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Penalized Spline Estimation of Principal Components for Sparse Functional Data: Rates of Convergence
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Shiyuan He, Jianhua Z. Huang, Kejun He
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PDF |
Optimal Markovian coupling for finite activity Lévy processes
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Wilfrid Stephen Kendall, Mateusz Bogdan Majka, Aleksandar Mijatović
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A Unifying Approach to Distributional Limits for Empirical Optimal Transport
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Shayan Max Hundrieser, Marcel Klatt, Thomas Staudt, Axel Munk
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Approximate double-transform inversion when time is one of the variables |
Ronald Butler |
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Extreme singular values of inhomogeneous sparse random rectangular matrices
|
Ioana Dumitriu, Yizhe Zhu
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Characterizing the asymptotic and catalytic\\ stochastic orders on topological abelian groups
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Tobias Fritz
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Optimal 1-Wasserstein distance for WGANs
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Gerard Biau, Benoit Cadre, Nicolas Klutchnikoff, Arthur Stéphanovitch, Ugo Tanielian
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PDF |
Principal Feature Detection via $\phi$-Sobolev Inequalities
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Matthew T.C. Li, Youssef Marzouk, Olivier Zahm
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An edge CLT for the log determinant of Wigner ensembles
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Iain M Johnstone, Yegor Klochkov, Alexei Onatski, Damian Pavlyshyn
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De Finetti's Theorem and Related Results for Infinite Weighted Exchangeable Sequences
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Rina Foygel Barber, Emmanuel J Candes, Aaditya Ramdas, Ryan J Tibshirani
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A Flexible Approach for Normal Approximation of Geometric and Topological Statistics
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Zhaoyang Shi, Krishnakumar Balasubramanian, Wolfgang Polonik
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Gaussian Differentially Private Robust Mean Estimation and Inference
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Myeonghun Yu, Zhao Ren, Wen-Xin Zhou
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Drift reduction method for SDEs driven by inhomogeneous singular Lévy noise
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Tadeusz Kulczycki, Oleksii Kulyk, Michał Ryznar
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PDF |
Moment asymptotics for super-Brownian motions |
Yaozhong Hu, Xiong Wang, Panqiu Xia, Jiayu Zheng
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PDF |
On the asymptotic behavior of a finite section of the optimal causal filter
|
Junho Yang
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PDF |
Distance correlation test for high-dimensional independence
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Weiming Li, Qinwen Wang, Jianfeng Yao
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PDF |
Boundary Adaptive Local Polynomial Conditional Density Estimators
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Matias D. Cattaneo, Rajita Chandak, Michael Jansson, Xinwei Ma
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PDF |
Normal approximation of subgraph counts in the random-connection model
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Qingwei Liu, Nicolas Privault
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A New Robust Approach for Regression Analysis of Panel Count Data with Time-varying Covariates
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Dayu Sun, Yuanyuan Guo, Yang Li, Wanzhu Tu, Jianguo Sun
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Nonuniform Berry-Esseen bounds for Studentized U-statistics
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Dennis Leung, Qi-Man Shao
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Regularities and Exponential Ergodicity in Entropy for SDEs Driven by Distribution Dependent Noise
|
Xing Huang, Feng-Yu Wang
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PDF |
Percolation threshold for Brownian loop soup on metric graphs
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Yinshan Chang, Hang Du, Xinyi Li
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PDF |
Inverse regression for spatially distributed functional data
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Suneel Babu Chatla, Ruiqi Liu
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PDF |
On the Bahadur representation of sample quantiles for score functionals
|
Johannes Krebs
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PDF |
On the expected number of critical points of locally isotropic Gaussian random fields
|
Hao Xu, Haoran Yang, Qiang Zeng
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PDF |
Erratum:Tree Builder Random Walk: recurrence, transience and ballisticity
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Giulio Iacobelli, Rodrigo Ribeiro, Glauco Valle, Leonel Zuaznabar
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PDF |
Distribution-free tests of multivariate independence based on center-outward quadrant, Spearman, Kendall, and van der Waerden statistics
|
Hongjian Shi, Mathias Drton, Marc Hallin, Fang Han
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PDF |
Self-normalized Cramer type moderate deviations for martingales and applications |
Xiequan Fan, Qi-Man Shao
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PDF |
Non-ergodic statistics and spectral density estimation for stationary real harmonizable symmetric $\alpha$-stable processes
|
Ly Viet Hoang
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Simultaneous off-the-grid learning of mixtures issued from a continuous dictionary
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Cristina Butucea, Jean-François Delmas, Anne Dutfoy, Clément Hardy
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Stability and Sample Complexity of Divergence Regularized Optimal Transport
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Erhan Bayraktar, Stephan Eckstein, Xin Zhang
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PDF |
Adaptive deep learning for nonlinear time series models
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Daisuke Kurisu, Riku Fukami, Yuta Koike
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PDF |
Asymptotically optimal sequential multiple testing with asynchronous decisions
|
Yiming Xing, Georgios Fellouris
|
PDF |
Independence preserving property of Kummer laws
|
Angelo Efoévi Koudou, Jacek Wesolowski
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PDF |
Nearest neighbor process: weak convergence and non-asymptotic bound
|
François Portier
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PDF |
Parameter Estimation with Increased Precision for Elliptic and Hypo-elliptic Diffusions
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Yuga Iguchi, Alexandros Beskos, Matthew Graham
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PDF |
Poisson hulls
|
Günter Last, Ilya Molchanov
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PDF |
Cross-validation for change-point regression: pitfalls and solutions
|
Florian Pein, Rajen Shah
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PDF |
Yule’s “nonsense correlation”: moments and density
|
Philip Andrew Ernst, Chris Rogers, Quan Zhou
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PDF |
Fréchet mean set estimation in the Hausdorff metric, via relaxation
|
Moïse Blanchard, Adam Quinn Jaffe
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PDF |
Inference in balanced community modulated recursive trees
|
Anna Ben-Hamou, Vasiliki Velona
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PDF |
Estimation of a pure-jump stable Cox-Ingersoll-Ross process
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Elise Bayraktar, Emmanuelle Clément
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PDF |
Sampling using Adaptive Regenerative Processes
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Hector McKimm, Andi Wang, Murray Pollock, Christian P Robert, Gareth O Roberts
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PDF |
Maximum interpoint distance of high-dimensional random vectors
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Johannes Heiny, Carolin Kleemann
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Synchronisation for scalar conservation laws via Dirichlet boundary
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Ana Djurdjevac, Tommaso Rosati
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Optimal stopping of the stable process with state-dependent killing
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Kees van Schaik, Alexander R. Watson, Xin Xu
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Tractably Modelling Dependence in Networks Beyond Exchangeability
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Weichi Wu, Sofia Olhede, Patrick Wolfe
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PDF |
Tail probability of maximal displacement in critical branching Lévy process with stable branching
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Haojie Hou, Yiyang Jiang, Yan-Xia Ren, Renming Song
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Dynamic Principal Component Analysis from a Global Perspective
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Lingxuan Shao, Fang Yao
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No eigenvalues outside the support of the limiting spectral distribution of large dimensional noncentral sample covariance matrices
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Zhidong Bai, Jiang Hu, Jack W. Silverstein, Huanchao Zhou
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PDF |
Limit theorems for SDEs with irregular drifts
|
Jiaqing Hao
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Some new concentration inequalities for the Itô stochastic integral
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Nguyen Tien Dung
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A log-linear model for non-stationary time series of counts
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Anne Leucht, Michael H. Neumann |
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Irregular nonparametric autoregression
|
Moritz Jirak, Hanna Gruber
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Transportation cost inequalities for stochastic reaction diffusion equations on the whole line R
|
Yue Li, Shijie Shang, Tusheng Zhang
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PDF |
Maximum Likelihood Estimation for Small Noise Multi-scale McKean-Vlasov Stochastic Differential Equations
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Jie Xu, Qiao Zheng, Jianyong Mu
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PDF |
Strong limit theorems for empirical halfspace depth trimmed regions
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Andrii Ilienko, Ilya Molchanov, Riccardo Turin
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PDF |
An adaptive model checking test for functional linear model
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Enze Shi, Yi Liu, Ke Sun, Lingzhu Li, Linglong Kong
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Functional diffusion driven stochastic volatility model
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Piotr Stefan Kokoszka, Neda Mohammadi, Haonan Wang, Shixuan Wang
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Blessing of Dependence: Identifiability and Geometry of Discrete Models with Multiple Binary Latent Variables
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Yuqi Gu
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Unified RKHS Methodology and Analysis for Functional Linear and Single-Index Models
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Krishnakumar Balasubramanian, Hans-Georg Muller, Bharath K Sriperumbudur |
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Theoretical properties of angular halfspace depth
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Stanislav Nagy, Petra Laketa
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