← All authors David S. Matteson Mayo Clinic in Florida (per OpenAlex) · ORCID · OpenAlex
49 papers in scope · 49 published · 1 on the econ.EM arXiv · 1,842 citations · h-index 19 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Nathanaël Perraudin Andreas Loukas Elvin Isufi Geert Leus Marie-Christine Düker Bernd Funovits Ruey S. Tsay Zhaoxing Gao George Michailidis Jiahe Lin Ines Wilms Puyi Fang Sihan Tu Jialuo Chen Vladas Pipiras Zachary F. Fisher Young-Hoon Kim Christis Katsouris Matteo Luciani Matteo Barigozzi Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (1 of 49)
Discussion of “independent component analysis by robust distance correlation”: on robustness in dependence-based ICA
published 2026 · Advances in Data Analysis and Classification
with Yuchen Xu, Ruey Tsay
Spatial heterogeneity in machine learning-based poverty mapping: Where do models underperform?
published 2026 · Geography and sustainability · 1 citations · first circulated 2025
with Yating Ru, Elizabeth Tennant, Christopher B. Barrett, Bettzy Stephen, Janice Ashley
Smoothing Variances Across Time: Adaptive Stochastic Volatility
published 2025 · Journal of Business and Economic Statistics · first circulated 2024
with Jason B. Cho
Bayesian Changepoint Detection via Logistic Regression and the Topological Analysis of Image Series
published 2025 · Technometrics · 2 citations · first circulated 2024
with Andrew M. Thomas, Michael Jauch
Microlevel structural poverty estimates for southern and eastern Africa
published 2025 · Proceedings of the National Academy of Sciences · 2 citations
Likelihood Inference for Possibly Nonstationary Processes via Adaptive Overdifferencing
published 2025 · Technometrics · first circulated 2020
with Maryclare Griffin, Gennady Samorodnitsky
published 2025 · Wiley Interdisciplinary Reviews Computational Statistics · 19 citations · first circulated 2024
Mixture Representations and Bayesian Nonparametric Inference for Likelihood Ratio Ordered Distributions
published 2025 · Bayesian Analysis · 1 citations · first circulated 2021
with Michael Jauch, Andrés F. Barrientos, Víctor Peña
Dynamic Shrinkage Processes
published 2024 · Journal of the Royal Statistical Society Series B (Statistical Methodology)
Locally Adaptive Shrinkage Priors for Trends and Breaks in Count Time Series
published 2024 · Technometrics · 3 citations · first circulated 2023
with Toryn L. J. Schafer
Drift versus Shift: Decoupling Trends and Changepoint Analysis
published 2024 · Technometrics · 3 citations · first circulated 2022
with Haoxuan Wu, Toryn L. J. Schafer, Sean Ryan, Sean G. Ryan
Trend and Variance Adaptive Bayesian Changepoint Analysis and Local Outlier Scoring
published 2024 · Journal of Business and Economic Statistics · 3 citations
with Haoxuan Wu, Toryn L. J. Schafer
Classifying contaminated cell cultures using time series features
published 2023 · Journal of Applied Statistics · first circulated 2021
with Laura L. Tupper, Charles R. Keese
Feature Detection and Hypothesis Testing for Extremely Noisy Nanoparticle Images using Topological Data Analysis
published 2023 · Technometrics · 9 citations · first circulated 2022
with Andrew M. Thomas, Peter A. Crozier, Yuchen Xu, Andrew Maltez Thomas, A. Thomas
Testing Simultaneous Diagonalizability
published 2023 · Journal of the American Statistical Association · 1 citations · first circulated 2021
Spatial correlation in weather forecast accuracy: a functional time series approach
published 2023 · Computational Statistics · 4 citations · first circulated 2021
with Phillip A. Jang
Non-Fungible Token Transactions: Data and Challenges
published 2023 · Data Science in Science · 20 citations · first circulated 2022
with Jason B. Cho, Sven Serneels
Functional Stochastic Volatility in Financial Option Surfaces
published 2022 · Data Science in Science · 3 citations
with Phillip A. Jang, Michael Jauch
Extended missing data imputation via GANs for ranking applications
published 2022 · Data Mining and Knowledge Discovery · 11 citations · first circulated 2020
with Grace Deng, Cuize Han
Group linear non-Gaussian component analysis with applications to neuroimaging
published 2022 · Computational Statistics & Data Analysis · 5 citations · first circulated 2021
with Yuxuan Zhao, Stewart H. Mostofsky, Mary Beth Nebel, Benjamin B. Risk
Predicting poverty with vegetation index
published 2021 · Applied Economic Perspectives and Policy · 18 citations
with Binh Tang, Yanyan Liu
Regularized Estimation in High-Dimensional Vector Auto-Regressive Models Using Spatio-Temporal Information
published 2021 · Statistica Sinica · 2 citations · first circulated 2020
Probabilistic Transformer For Time Series Analysis
published 2021 · Neural Information Processing Systems · 32 citations
with Binh Tang
no link
Graphical Influence Diagnostics for Changepoint Models
published 2021 · Journal of Computational and Graphical Statistics
Multivariate random forest prediction of poverty and malnutrition prevalence
published 2021 · PLoS ONE · 58 citations
with Chris Browne, Linden McBride, Leiqiu Hu, Yanyan Liu, Ying Sun, Jiaming Wen, Christopher B. Barrett
Predicting poverty and malnutrition for targeting, mapping, monitoring, and early warning
published 2021 · Applied Economic Perspectives and Policy · 42 citations
with Linden McBride, Christopher B. Barrett, Christopher Browne, Leiqiu Hu, Yanyan Liu, Ying Sun, Jiaming Wen
AURORA: A Unified fRamework fOR Anomaly detection on multivariate time series
published 2021 · Data Mining and Knowledge Discovery · 11 citations
with Lin Zhang, Wenyu Zhang, Maxwell McNeil, Nachuan Chengwang, Petko Bogdanov
Sparse Identification and Estimation of Large-Scale Vector AutoRegressive Moving Averages
published 2021 · Journal of the American Statistical Association · 9 citations · first circulated 2017
PyXtal_FF: a python library for automated force field generation
published 2020 · Machine Learning Science and Technology · 2 citations
with Howard Yanxon, David Zagaceta, Binh Tang, Qiang Zhu
Social distancing merely stabilized COVID‐19 in the United States
published 2020 · Stat · 28 citations
with Aaron B. Wagner, Elaine Hill, Sean Ryan, Ziteng Sun, Grace Deng, Sourbh Bhadane, Victor Hernandez Martinez, Peter Wu, Dongmei Li, Ajay Anand, Jayadev Acharya
Extending balance assessment for the generalized propensity score under multiple imputation
published 2020 · Epidemiologic Methods · 1 citations
with Anna-Simone Frank, Hiroko Kato Solvang, Angela Lupattelli, Hedvig Nordeng
Cell Line Classification Using Electric Cell-Substrate Impedance Sensing (ECIS)
published 2019 · The International Journal of Biostatistics · 20 citations · first circulated 2017
with Megan L. Gelsinger, Laura L. Tupper
Generalizing distance covariance to measure and test multivariate mutual dependence via complete and incomplete V-statistics
published 2018 · Journal of Multivariate Analysis · 38 citations · first circulated 2017
with Ze Jin
Testing for Conditional Mean Independence with Covariates through Martingale Difference Divergence.
published 2018 · Uncertainty in Artificial Intelligence · 2 citations
with Ze Jin, Xiaohan Yan
Linear Non-Gaussian Component Analysis Via Maximum Likelihood
published 2018 · Journal of the American Statistical Association · 20 citations · first circulated 2015
with Benjamin B. Risk, David Ruppert
Band Depth Clustering for Nonstationary Time Series and Wind Speed Behavior
published 2017 · Technometrics · 17 citations · first circulated 2015
with Laura L. Tupper, C. Lindsay Anderson, Luckny Zéphyr
VARX-L: Structured regularization for large vector autoregressions with exogenous variables
published 2017 · International Journal of Forecasting · 34 citations · first circulated 2015
Functional Autoregression for Sparsely Sampled Data
published 2017 · Journal of Business and Economic Statistics · 37 citations
Independent Component Analysis via Distance Covariance
published 2016 · Journal of the American Statistical Association · 126 citations · first circulated 2013
Large-network travel time distribution estimation for ambulances
published 2016 · European Journal of Operational Research · 80 citations
with Bradford S. Westgate, Dawn B. Woodard, Shane G. Henderson
A Spatio-Temporal Point Process Model for Ambulance Demand
published 2014 · Journal of the American Statistical Association · 86 citations
with Zhengyi Zhou, Dawn B. Woodard, Shane G. Henderson, Athanasios C. Micheas
ecp : An R Package for Nonparametric Multiple Change Point Analysis of Multivariate Data
published 2014 · Journal of Statistical Software · 235 citations · first circulated 2013
with Nicholas A. James
An evaluation of independent component analyses with an application to resting‐state fMRI
published 2013 · Biometrics · 35 citations
with Benjamin B. Risk, David Ruppert, Ani Eloyan, Brian Caffo
A Nonparametric Approach for Multiple Change Point Analysis of Multivariate Data
published 2013 · Journal of the American Statistical Association · 554 citations
with Nicholas A. James
Rejoinder – An approach for identifying and predicting economic recessions in real‐time using time–frequency functional models
published 2012 · Applied Stochastic Models in Business and Industry · 17 citations
with Scott H. Holan, Wen-Hsi Yang, Christopher K. Wikle
Dynamic Orthogonal Components for Multivariate Time Series
published 2011 · Journal of the American Statistical Association · 74 citations
Time-Series Models of Dynamic Volatility and Correlation
published 2011 · IEEE Signal Processing Magazine · 10 citations
with David Ruppert
Forecasting emergency medical service call arrival rates
published 2011 · The Annals of Applied Statistics · 123 citations
with Mathew W. McLean, Dawn B. Woodard, Shane G. Henderson
Stationarity of generalized autoregressive moving average models
published 2011 · Electronic Journal of Statistics · 44 citations
with Dawn B. Woodard, Shane G. Henderson
Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.
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