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David S. Matteson
David S. Matteson
Professor, Statistics & Data Science, Cornell University
在 cornell.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Statistics and Data Analysis for Financial Engineering: with R examples
D Ruppert, DS Matteson
Springer, 2015
718*2015
A nonparametric approach for multiple change point analysis of multivariate data
DS Matteson, NA James
Journal of the American Statistical Association 109 (505), 334-345, 2014
6152014
ecp: An R package for nonparametric multiple change point analysis of multivariate data
NA James, DS Matteson
Journal of Statistical Software 62 (7), 1-25, 2014
3082014
VARX-L: Structured regularization for large vector autoregressions with exogenous variables
WB Nicholson, DS Matteson, J Bien
International Journal of Forecasting 33 (3), 627-651, 2017
219*2017
Forecasting emergency medical service call arrival rates
DS Matteson, MW McLean, DB Woodard, SG Henderson
The Annals of Applied Statistics 5 (2B), 1379-1406, 2011
1442011
Independent component analysis via distance covariance
DS Matteson, RS Tsay
Journal of the American Statistical Association 112 (518), 623-637, 2017
1422017
Travel time estimation for ambulances using Bayesian data augmentation
BS Westgate, DB Woodard, DS Matteson, SG Henderson
The Annals of Applied Statistics, 1139-1161, 2013
1392013
High Dimensional Forecasting via Interpretable Vector Autoregression
WB Nicholson, I Wilms, J Bien, DS Matteson
J. Mach. Learn. Res. 21, 166:1-166:52, 2020
1352020
Dynamic orthogonal components for multivariate time series
DS Matteson, RS Tsay
Journal of the American Statistical Association 106 (496), 1450-1463, 2011
1002011
Dynamic shrinkage processes
DR Kowal, DS Matteson, D Ruppert
Journal of the Royal Statistical Society: Series B 81 (4), 781–804, 2019
922019
Leveraging cloud data to mitigate user experience from ‘breaking bad’
NA James, A Kejariwal, DS Matteson
2016 IEEE International Conference on Big Data (Big Data), 3499-3508, 2016
832016
A spatio-temporal point process model for ambulance demand
Z Zhou, DS Matteson, DB Woodard, SG Henderson, AC Micheas
Journal of the American Statistical Association 110 (509), 6-15, 2015
832015
Large-network travel time distribution estimation for ambulances
BS Westgate, DB Woodard, DS Matteson, SG Henderson
European Journal of Operational Research 252 (1), 322-333, 2016
812016
Probabilistic transformer for time series analysis
B Tang, DS Matteson
Advances in Neural Information Processing Systems 34, 23592-23608, 2021
722021
A Bayesian multivariate functional dynamic linear model
DR Kowal, DS Matteson, D Ruppert
Journal of the American Statistical Association 112 (518), 733-744, 2017
712017
Disability-inclusive employer practices and hiring of individuals with disabilities
WA Erickson, S von Schrader, SM Bruyère, SA VanLooy, DS Matteson
Rehabilitation Research, Policy, and Education 28 (4), 309-328, 2014
712014
Predicting ambulance demand: A spatio-temporal kernel approach
Z Zhou, DS Matteson
Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015
652015
Stationarity of generalized autoregressive moving average models
DB Woodard, DS Matteson, SG Henderson
Electronic Journal of Statistics 5, 800-828, 2011
62*2011
Functional autoregression for sparsely sampled data
DR Kowal, DS Matteson, D Ruppert
Journal of Business & Economic Statistics 37 (1), 97-109, 2019
512019
BigVAR: Tools for modeling sparse high-dimensional multivariate time series
W Nicholson, DS Matteson, J Bien
arXiv preprint arXiv:1702.07094, 2017
50*2017
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