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Index of Titles

A complete list of all conference contributions. Use the alphabetical filter or the search box below to find specific submissions. Click on any contribution to view its session details.

List by Initial Letter: A B C D E F G H I J K L M N O P Q R S T U V W X Y Z All Titles

Contribution Title	Author(s)	Session
A Feature-Based Approach to Generate Time Series of Counts	Silva, Maria Eduarda (1); Silva, Isabel (2); Pereira, Isabel (3)	Discrete time series
A latent space approach for jointly modelling social influence on binary outcomes in networks	Corsini, Noemi (1); Fop, Michael (2)	Advances in Latent Variable Models
A multilevel discrete latent variable model for joint modeling of response accuracy and times	Brusa, Luca (1); Bartolucci, Francesco (2); Pennoni, Fulvia (1)	Advances in Latent Variable Models
A new class of generalized INARMA models: estimation and testing against INGARCH alternatives	Bracher, Johannes; Němcová, Barbora	Discrete time series
A nonparametric copula-based imputation method	Di Lascio, F. Marta L.	Multivariate Statistics and Copulas
A nonparametric statistic for rank changes of volatility functions of Ito semimartingales	Schroeter, Bastian; Vetter, Mathias	Statistics for Stochastic Processes
A regularized Cox model for selecting interactions and time-varying covariate effects	Schenk, Alina (1); Künster, Anna-Lena (1,2); Schmid, Matthias (1)	Computational Biostatistics
A Simple and Robust Multi-Fidelity Data Fusion Method for Effective Modelling of Citizen-Science Air Pollution Data	Andreozzi, Camilla (2); Colombo, Pietro (1); Otto, Philipp (1)	Statistics in natural sciences and technology
A two-sample smooth test for multivariate dependent data	Beutner, Eric	Time Series Econometrics
A unified theory of order flow, market impact and volatility	Rosenbaum, Mathieu	Plenary Lecture 1
A universal time series model (for discrete data)	Jahn, Malte	Discrete time series
Adaptive denoising diffusion modelling via random time reversal	Christensen, Sören (1); Kallsen, Jan (1); Strauch, Claudia (2); Trottner, Lukas (3)	Statistics for Stochastic Processes
Alternative argmin method in the non-unique case and application for gradual regression changes	Neumeyer, Natalie (1); Huskova, Marie (2); Selk, Leonie (1)	Mathematical Statistics
An ordering for the strength of functional dependence	Ansari, Jonathan; Fuchs, Sebastian	Multivariate Statistics and Copulas
Asymptotic Bounds and Online Algorithms for Average-Case Matrix Discrepancy	Kunisky, Dmitriy (1); Oertel, Timm (2); Wengiel, Nicola (2); Zhang, Peiyuan (3)	High-dimensional statistics and learning
Asymptotic confidence bands for centered purely random forests	Trabs, Mathias	High-dimensional statistics and learning
Asymptotic Inference for Rank Correlations	Pohle, Marc-Oliver (1,2); Wermuth, Jan-Lukas (3); Weiß, Christian H. (4)	Discrete time series
Asymptotic studies of adapted threshold detectors based on density processes	Sun, Duohong; Steland, Ansgar	Statistics in natural sciences and technology
Beyond the positive drift: Comparing historical and current daily temperature patterns based on two sample statistics for unbalanced dense-sparse functional data	Wilk, Kevin; Holzmann, Hajo	Topics in functional data analysis
Bootstrap-based inference in regression using jackknife pseudo-observations	Mack, Simon (1); Overgaard, Morten (2); Dobler, Dennis (1)	Contributions to Computational Biostatistics and Data Science
Bridging the Gap: Operational Realities and Emerging Trends in Supply Chain Forecasting	Christ, Thomas	Data Science Perspectives from Industry
Central limit theorems for linear eigenvalue statistics of random geometric graphs	Otto, Moritz	Random Matrix Theory
Characterization of multi-way binary tables with uniform margins and fixed correlations	Fontana, Roberto (1); Perrone, Elisa (2); Rapallo, Fabio (3)	Multivariate Statistics and Copulas
Chatterjee's graph correlation	Han, Fang	New developments in nonparametric classification and estimation based on the nearest neighbor method
Comparing regularisation paths of (conjugate) gradient estimators in ridge regression	Hucker, Laura (1); Reiß, Markus (1); Stark, Thomas (2)	Statistical Inverse Problems
Computational and Biostatistical Challenges in Polygenic Score Modelling and Gene–Environment Integration	Staerk, Christian (1,2)	Computational Biostatistics
Concentration and moment inequalities for heavy-tailed random matrices	Jirak, Moritz	High-dimensional statistics and learning
Conditionally specified graphical modeling of stationary multivariate time series	Subba Rao, Suhasini (1); Bhattacharya, Anirban (1); Johannes, Jan (2)	Nonparametric statistics
Copula robustness in quantitative risk management	Zähle, Henryk	Multivariate Statistics and Copulas
Copula tensor count autoregressions	Armillotta, Mirko (1); Gorgi, Paolo (2); Lucas, André (2)	High-dimensional estimation and concentration phenomena
Deploying Deep Learning for Real-Time Optical Sorting: A Case Study in Hazelnut Quality Control	Krebs, Kristina (1); Christ, Thomas (1); Grotheer, Christian (1); Demar, Adelbert (2); Seith, Marco (2)	Data Science Perspectives from Industry
Detecting change-points of univariate time series using the empirical Wasserstein distance	Imm, Anton (1); Mies, Fabian (2); Steland, Ansgar (1)	Inference in Wasserstein Spaces and Optimal Transport
Detecting Periodicity of a General Stationary Time Series via AR(2)-Model Fitting	Kreiss, Jens-Peter (1); Maouris, Panagiotis (2); Paparoditis, Efstathios (3)	Nonparametric statistics
DIRECTIONAL FOOTRULE-COEFFICIENTS	Amo Artero, Enrique de; García Fernández, David; Úbeda Flores, Manuel	Multivariate Statistics and Copulas
Distributional Convergence of Empirical Entropic Optimal Transport and Applications	Arenas Velilla, Santiago; Munk, Axel; Rodríguez Ramírez, Luis Alberto	Inference in Wasserstein Spaces and Optimal Transport
Effects of Depth in Deep Learning: Independence vs Recurrence	Seleznova, Mariia	Theory of Machine Learning: Insights from Women Researchers
Estimating ``Realized'' Skewness using Convolutional Neural Network	Jiang, Haozhe (1); Okhrin, Ostap (1); Rockinger, Michael (2)	Computational Statistics
Estimating parameters for long-range dependence via ordinal patterns	Schnurr, Alexander (1); Betken, Annika (2); Dehling, Herold (3); Nüßgen, Ines (1)	Discrete time series
Estimating Portfolio Risk with Product Copulas: A GARCH-EVT Approach Applied to Financial Data	Steinborn, Marcel; Liebscher, Eckhard	Multivariate Statistics and Copulas
EWMA control charts for the correlation coefficient	Knoth, Sven; Ulmer, Maik	Statistics in natural sciences and technology
Flow Matching as a forecasting model	Kunkel, Lea (1); Trabs, Mathias (2)	Mathematical Statistics
Forecast Combination for Tail Risk: Virtues of the Harmonic Mean	Halbleib, Roxana; Pohlmeier, Winfried; Kazak, Ekaterina	Applied Econometrics
Fractional interacting particle system: drift parameter estimation via Malliavin calculus	Amorino, Chiara	Statistics for Stochastic Processes
Functional-based claims reserving with ProfileLadder	Maciak, Matus	Computational Statistics
Geometric ergodicity of Langevin dynamics and its discretizations	Golomoziy, Vitaliy	Statistics for Stochastic Processes
High-Dimensional Inference for Network Stochastic Differential Equations	Iafrate, Francesco	High-dimensional estimation and concentration phenomena
How to build your latent Markov model — the role of time and space	Mews, Sina; Koslik, Jan-Ole; Langrock, Roland	Statistics in natural sciences and technology
Inference for INAR Models with Structural Breaks: Classical and Bayesian Approaches	Pereira, Isabel (1); Monteiro, Magda (2); Zafar, Maniha (3)	Discrete time series
Inferring Individual-Level Cell Type-Specific Transcriptomic Profiles from Bulk RNA-Seq Using a Bayesian Hierarchical Model	Kang, Kai	Computational Biostatistics
Influence network reconstruction from discrete time-series of count data modelled by multidimensional Hawkes processes	Santitissadeekorn, Naratip	Discrete time series
Integer-valued random field models	Silbernagel, Angelika; Weiß, Christian	Discrete time series
Integrated Modelling of Age-and Sex-Structured Wildlife Population Dynamics: The Example of Hartebeest	Ogutu, Joseph	Statistics in natural sciences and technology
Kernel Expansions in Sobolev Spaces and Applications to Stochastic Processes	Rademacher, Daniel Constantin	Topics in functional data analysis
Laplacian eigenmaps for bounded manifolds and the Neumann Laplacian	Zamolodtchikov, Petr; Wahl, Martin	High-dimensional statistics and learning
Learning population and individual structure in dynamic networks with degree heterogeneity	Li, Mengxue; von Sachs, Rainer; Pircalabelu, Eugen	Statistics in natural sciences and technology
Learning with Heavy-tailes	Mücke, Nicole	Statistical Inverse Problems
Likelihood-Based Inference for Dirichlet Mixture Models via Unconstrained Parameterization	Pal, Samyajoy (1); Heumann, Christian (2)	Contributions to Computational Biostatistics and Data Science
Linear methods for non-linear inverse problems	Koers, Geerten (1); Szabo, Botond (2); van der Vaart, Aad (1)	Statistical Inverse Problems
Local polynomial estimation of quantile density functions	Jacobsen, Niclas; Neumeyer, Natalie	Contributions to Mathematical Statistics
Making Event Study Plots Honest: A Functional Data Approach to Causal Inference	Fang, Chencheng; Liebl, Dominik	Topics in functional data analysis
Maximum likelihood estimation of the location of a symmetric convex body	Koltchinskii, Vladimir (1); Ramesh, Lakshmi (2); Wahl, Martin (2)	Mathematical Statistics
Measures and Models of Non-Monotonic Dependence	McNeil, Alexander (1); Neslehova, Johanna (2); Smith, Andrew (3)	Multivariate Statistics and Copulas
Measuring dependence between a categorical response and a functional covariate	Hörmann, Siegfried	Topics in functional data analysis
MEWMA control charts for the covariance matrix -- on the validity of a certain approximation to achieve a feasible ARL integral equation	Ulmer, Maik (1); Knoth, Sven (2)	Statistics in natural sciences and technology
Minimax rate of distribution regression	Tang, Rong; Yang, Yun	Theory of Machine Learning: Insights from Women Researchers
Model checks for copula regression	Dörr, Philip; Dette, Holger	Contributions to Mathematical Statistics
Model diagnostics and semi-parametric inference for count time series	Jentsch, Carsten (1); Faymonville, Maxime (2); Weiß, Christian (3); Paparoditis, Efstathios (4)	Discrete time series
Modelling momentum in tennis: A latent-state approach to point outcomes and rally lengths	Mews, Sina (1); Koslik, Jan-Ole (1); Michels, Rouven (2); Deutscher, Christian (1)	Statistics in sports
Monitoring for a phase transition in a time series of Wigner matrices	Dörnemann, Nina (1); Kokoszka, Piotr (2); Kutta, Tim (1); Lee, Sunmin (2)	Random Matrix Theory
Multivariate Kendall regression coefficients	Liebscher, Eckhard	Multivariate Statistics and Copulas
Multivariate Root-N-Consistent Smoothing Parameter Free Matching Estimators and Estimators of Inverse Density Weighted Expectations	Holzmann, Hajo (2); Meister, Alexander (1)	New developments in nonparametric classification and estimation based on the nearest neighbor method
Multivariate tail dependence: further insights with an application to the Spanish banking sector	Durante, Fabrizio (1); García-Gómez, César (2); Pérez, Ana (2); Prieto-Alaiz, Mercedes (2)	Multivariate Statistics and Copulas
Nearest Neighbor Estimates for Dependent Data	Pawlak, Miroslaw	New developments in nonparametric classification and estimation based on the nearest neighbor method
Nearest Neighbor matching: from Average Treatment Effects to Transfer Learning	Truquet, Lionel	New developments in nonparametric classification and estimation based on the nearest neighbor method
Nonlinear higher-order shrinkage estimation of the large dimensional covariance and precision matrices	Parolya, Nestor (1); Bodnar, Taras (2); Derumigny, Alexis (1)	Random Matrix Theory
Nonparametric density estimation for the small jumps of Lévy processes	Mariucci, Ester	Statistics for Stochastic Processes
Nonparametric spectral density estimation using interactive mechanisms under local differential privacy	Butucea, Cristina (1); Klockmann, Karolina (2); Krivobokova, Tatyana (3)	Nonparametric statistics
Nonparametric symmetry tests for integer-valued time series	Neumann, Michael H.	Discrete time series
On the cut-offs of Optimal Transport based statistical tests	Kravtsova, Natalia	Inference in Wasserstein Spaces and Optimal Transport
Overview of the STINARMA Class of Models and its STINAR and STINMA Subclasses	Martins, Ana (1); Scotto, Manuel G. (2); Weiss, Christian H. (3); Gouveia, Sónia (1)	Discrete time series
Permutation testing under local differential privacy	Kent, Alexander; Berrett, Thomas; Yu, Yi	Mathematical Statistics
Pitfalls of Inference in Panels with Cross-Dependence of Uncertain Strength	Ovsyannikova, Daria; Demetrescu, Matei	Time Series Econometrics
Principal Components Analysis for Irregular Data	Waghmare, Kartik (1); Stoecker, Almond (2); Panaretos, Victor (2)	High-dimensional estimation and concentration phenomena
Prior shift estimation for positive unlabeled data through the lens of kernel embedding	Mielniczuk, Jan (1); Teisseyre, Paweł (2); Rejchel, Wojciech (3)	Statistics in natural sciences and technology
Proxy-identification of a structural MGARCH model for asset returns	Fengler, Matthias; Polivka, Jeannine	Computational Statistics
Random Quadratic Form on a Sphere: Synchronization by Common Noise	Shalova, Anna; Engel, Maximilian	Theory of Machine Learning: Insights from Women Researchers
Rank-based association measures for zero-inflated data	Arends, Jasper (1); Lyu, Guanjie (2); Mesfioui, Mhamed (3); Perrone, Elisa (1); Trufin, Julien (4)	Contributions to Mathematical Statistics
Rate-optimal estimation for synchronously sampled functional data	Holzmann, Hajo	Topics in functional data analysis
Restrictions of PCBNs for integration-free computations	Derumigny, Alexis; Horsman, Niels; Kurowicka, Dorota	Multivariate Statistics and Copulas
Robust Feature Selection for High-Dimensional Mixtures of Cox Models	Ravi, Dayasri	Computational Biostatistics
Satterthwaite Approximation and Gaussian Time Series	Bailly, Gabriel (1); Swan, Yvik (2); von Sachs, Rainer (1)	Time Series Econometrics
Self-Normalization for CUSUM-based Change Detection in Locally Stationary Time Series	Heinrichs, Florian	Statistics in natural sciences and technology
Self-regularized learning methods	Schölpple, Max	High-dimensional statistics and learning
Sharp adaptive nonparametric testing for a constant volatility	Brutsche, Johannes; Riepl, Lukas	Statistics for Stochastic Processes
Sliced-Wasserstein distance based change detection with sequential empirical processes	Scholze, Florian (1,2); Mies, Fabian (3); Steland, Ansgar (2)	Inference in Wasserstein Spaces and Optimal Transport
Specification Tests for Vector Multiplicative Error Models	Hudecová, Šárka	Time Series Econometrics
Statistical and computational challenges in unsupervised learning: focus on ranking	Carpentier, Alexandra	Plenary Lecture 3
Statistical Aspects of Optimal Transport: Regularization, Estimation, and Applications	Hundrieser, Shayan	Inference in Wasserstein Spaces and Optimal Transport
Statistical Optimal Transport in Action: From Theory to Applications	Munk, Axel	Plenary Lecture 2
Structural analysis in matrix-autoregressive models	Wurtz, Christian; Jentsch, Carsten	Time Series Econometrics
Supervised classification for Ornstein-Uhlenbeck diffusions with separation condition	Meng, Shanshan	High-dimensional statistics and learning
Systemic Risk Surveillance	Dimitriadis, Timo (1); Hoga, Yannick (2)	Applied Econometrics
Tensor changepoint detection and eigenbootstrap	Pešta, Michal; Peštová, Barbora; Romaňák, Martin	Computational Statistics
Testing approximate sphericity for high-dimensional covariance matrices	Dörnemann, Nina Therese; Kutta, Tim; Tieplova, Daria	High-dimensional estimation and concentration phenomena
Tests for independence between random vectors	Gijbels, Irène	Multivariate Statistics and Copulas
Tests of symmetry for functional data	Hlubinka, Daniel	Topics in functional data analysis
The Accuracy–Complexity Trade-Off in the Expected Threat model for Football	van Arem, Koen (1); Söhl, Jakob (1); Bruinsma, Mirjam (2); Jongbloed, Geurt (1)	Statistics in sports
The Best of Both Worlds: Predicting Coverage Schemes in American Football with Supervised and Unsupervised Learning	Michels, Rouven (1); Bajons, Robert (2); Koslik, Jan-Ole (3)	Statistics in sports
The Bradley–Terry Stochastic Block Model	Santi, Lapo; Friel, Nial	Advances in Latent Variable Models
The impact of central bank backstops on sovereign risk premia: Evidence from the ECB's Transmission Protection Instrument	Schwaab, Bernd (1); Viola, Maria (2)	Applied Econometrics
The second order generalization of Hájek-Le Cam asymptotic minimax theorem	Hirukawa, Junichi	Statistics in natural sciences and technology
Theoretical guarantees for diffusion models — beyond log-concavity	Kremling, Gitte; Iafrate, Francesco; Taheri, Mahsa; Lederer, Johannes	Theory of Machine Learning: Insights from Women Researchers
Time-varying degree-corrected stochastic block models	von Sachs, Rainer; Li, Mengxue; Pircalabelu, Eugen	Statistics in natural sciences and technology
Topology Matters for High-Frequency Inference: Weak Convergence of Stochastic Integrals in M1	Wunderlich, Fabrice	Statistics for Stochastic Processes
Transcripts and Algebraic Distances in Time Series: Stochastic Properties and Nonparametric Dependence Tests	Weiß, Christian H. (1); Amigó, José M. (2)	Discrete time series
Uncertainty of Functional Data Reconstruction	Kraus, David	Topics in functional data analysis
Unlocking the Regression Space	Giraitis, Liudas	Plenary Lecture 4