Works matching AU Genton, Marc

Results: 140

ℋ-matrix techniques for approximating large covariance matrices and estimating its parameters.

Published in:

PAMM: Proceedings in Applied Mathematics & Mechanics, 2016, v. 16, n. 1, p. 731, doi. 10.1002/pamm.201610354

By:

Litvinenko, Alexander;
Genton, Marc;
Sun, Ying;
Keyes, David

Publication type:

Article

Who’s asking? Patients may under-report postoperative pain scores to nurses (or over-report to surgeons) following surgery of the female reproductive tract.

Published in:

Archives of Gynecology & Obstetrics, 2009, v. 279, n. 5, p. 771, doi. 10.1007/s00404-009-0938-y

By:

Sills, Eric Scott;
Genton, Marc G.;
Walsh, Anthony P. H.;
Wehbe, Salim A.

Publication type:

Article

On the impact of spatial covariance matrix ordering on tile low‐rank estimation of Matérn parameters.

Published in:

Environmetrics, 2024, v. 35, n. 6, p. 1, doi. 10.1002/env.2868

By:

Chen, Sihan;
Abdulah, Sameh;
Sun, Ying;
Genton, Marc G.

Publication type:

Article

Front Cover Image, Volume 34, Number 1, February 2023.

Published in:

Environmetrics, 2023, v. 34, n. 1, p. 1, doi. 10.1002/env.2791

By:

Abdulah, Sameh;
Li, Yuxiao;
Cao, Jian;
Ltaief, Hatem;
Keyes, David E.;
Genton, Marc G.;
Sun, Ying

Publication type:

Article

Large‐scale environmental data science with ExaGeoStatR.

Published in:

Environmetrics, 2023, v. 34, n. 1, p. 1, doi. 10.1002/env.2770

By:

Abdulah, Sameh;
Li, Yuxiao;
Cao, Jian;
Ltaief, Hatem;
Keyes, David E.;
Genton, Marc G.;
Sun, Ying

Publication type:

Article

A cyclostationary model for temporal forecasting and simulation of solar global horizontal irradiance.

Published in:

Environmetrics, 2021, v. 32, n. 8, p. 1, doi. 10.1002/env.2700

By:

Das, Soumya;
Genton, Marc G.;
Alshehri, Yasser M.;
Stenchikov, Georgiy L.

Publication type:

Article

Robust functional multivariate analysis of variance with environmental applications.

Published in:

Environmetrics, 2021, v. 32, n. 1, p. 1, doi. 10.1002/env.2641

By:

Qu, Zhuo;
Dai, Wenlin;
Genton, Marc G.

Publication type:

Article

Nonparametric autocovariance estimation from censored time series by Gaussian imputation.

Published in:

Journal of Nonparametric Statistics, 2009, v. 21, n. 2, p. 241, doi. 10.1080/10485250802570964

By:

Park, Jung Wook;
Genton, Marc G.;
Ghosh, Sujit K.

Publication type:

Article

A Monte Carlo-Adjusted Goodness-of-Fit Test for Parametric Models Describing Spatial Point Patterns.

Published in:

Journal of Computational & Graphical Statistics, 2014, v. 23, n. 2, p. 497, doi. 10.1080/10618600.2012.760459

By:

Dao, Ngoc Anh;
Genton, Marc G.

Publication type:

Article

Erratum and Addendum to: “Covariance Tapering for Interpolation of Large Spatial Datasets” published in the Journal of Computational and Graphical Statistics , 15, 502–523.

Published in:

2012

By:

Furrer, Reinhard;
Genton, Marc G.;
Nychka, Douglas

Publication type:

Erratum

Visualizing Influential Observations in Dependent Data.

Published in:

Journal of Computational & Graphical Statistics, 2010, v. 19, n. 4, p. 808, doi. 10.1198/jcgs.2010.09101

By:

Genton, Marc G.

Publication type:

Article

Covariance Tapering for Interpolation of Large Spatial Datasets.

Published in:

Journal of Computational & Graphical Statistics, 2006, v. 15, n. 3, p. 502, doi. 10.1198/106186006X132178

By:

Furrer, Reinhard;
Genton, Marc G.;
Nychka, Douglas

Publication type:

Article

Robust Simulation-Based Estimation of ARMA Models.

Published in:

Journal of Computational & Graphical Statistics, 2001, v. 10, n. 2, p. 370, doi. 10.1198/10618600152628347

By:

de Luna, Xavier;
Genton, Marc G.

Publication type:

Article

Observation Quality Control with a Robust Ensemble Kalman Filter.

Published in:

Monthly Weather Review, 2013, v. 141, n. 12, p. 4414, doi. 10.1175/MWR-D-13-00091.1

By:

Roh, Soojin;
Genton, Marc G.;
Jun, Mikyoung;
Szunyogh, Istvan;
Hoteit, Ibrahim

Publication type:

Article

A Statistical Investigation of the Sensitivity of Ensemble-Based Kalman Filters to Covariance Filtering.

Published in:

Monthly Weather Review, 2011, v. 139, n. 9, p. 3036, doi. 10.1175/2011MWR3577.1

By:

Jun, Mikyoung;
Szunyogh, Istvan;
Genton, Marc G.;
Zhang, Fuqing;
Bishop, Craig H.

Publication type:

Article

Are You All Normal? It Depends!

Published in:

International Statistical Review, 2023, v. 91, n. 1, p. 114, doi. 10.1111/insr.12512

By:

Chen, Wanfang;
Genton, Marc G.

Publication type:

Article

Discussion.

Published in:

International Statistical Review, 2015, v. 83, n. 2, p. 198, doi. 10.1111/insr.12072

By:

Azzalini, Adelchi;
Genton, Marc G.

Publication type:

Article

Short-Term Wind Speed Forecasting for Power System Operations.

Published in:

International Statistical Review, 2012, v. 80, n. 1, p. 2, doi. 10.1111/j.1751-5823.2011.00168.x

By:

Zhu, Xinxin;
Genton, Marc G.

Publication type:

Article

Robust Likelihood Methods Based on the Skew- t and Related Distributions.

Published in:

International Statistical Review, 2008, v. 76, n. 1, p. 106, doi. 10.1111/j.1751-5823.2007.00016.x

By:

Azzalini, Adelchi;
Genton, Marc G.

Publication type:

Article

Conditional normal extreme-value copulas.

Published in:

Extremes, 2021, v. 24, n. 3, p. 403, doi. 10.1007/s10687-021-00412-8

By:

Krupskii, Pavel;
Genton, Marc G.

Publication type:

Article

Likelihood estimators for multivariate extremes.

Published in:

Extremes, 2016, v. 19, n. 1, p. 79, doi. 10.1007/s10687-015-0230-4

By:

Huser, Raphaël;
Davison, Anthony;
Genton, Marc

Publication type:

Article

On the Stationary Marginal Distributions of Subclasses of Multivariate Setar Processes of Order One.

Published in:

Journal of Time Series Analysis, 2020, v. 41, n. 3, p. 406, doi. 10.1111/jtsa.12514

By:

Das, Soumya;
Genton, Marc G.

Publication type:

Article

A Non‐Gaussian Spatio‐Temporal Model for Daily Wind Speeds Based on a Multi‐Variate Skew‐t Distribution.

Published in:

Journal of Time Series Analysis, 2019, v. 40, n. 3, p. 312, doi. 10.1111/jtsa.12437

By:

Tagle, Felipe;
Castruccio, Stefano;
Crippa, Paola;
Genton, Marc G.

Publication type:

Article

Highly Robust Estimation of the Autocovariance Function.

Published in:

Journal of Time Series Analysis, 2000, v. 21, n. 6, p. 663, doi. 10.1111/1467-9892.00203

By:

Ma, Yanyuan;
Genton, Marc G.

Publication type:

Article

Identifiability problems in some non-Gaussian spatial random fields.

Published in:

Chilean Journal of Statistics (ChJS), 2012, v. 3, n. 2, p. 171

By:

Genton, Marc G.;
Zhang, Hao

Publication type:

Article

A message from the Guest Editors.

Published in:

Chilean Journal of Statistics (ChJS), 2012, v. 3, n. 2, p. 111

By:

Branco, Márcia D'Elia;
Genton, Marc G.

Publication type:

Article

Modeling the Convective Boundary Layer in the Terra Incognita: Evaluation of Different Strategies with Real-Case Simulations.

Published in:

Monthly Weather Review, 2022, v. 150, n. 5, p. 981, doi. 10.1175/MWR-D-21-0216.1

By:

Giani, Paolo;
Genton, Marc G.;
Crippa, Paola

Publication type:

Article

Bayesian linear regression with skew-symmetric error distributions with applications to survival analysis.

Published in:

2016

By:

Rubio, Francisco J.;
Genton, Marc G.

Publication type:

journal article

Diagnostic and treatment characteristics of polycystic ovary syndrome: descriptive measurements of patient perception and awareness from 657 confidential self-reports.

Published in:

2001

By:

Sills, E. Scott;
Perloe, Mark;
Tucker, Michael J.;
Kaplan, Carolyn R.;
Genton, Marc Georges;
Schattman, Glenn L.

Publication type:

journal article

Parametric variogram matrices incorporating both bounded and unbounded functions.

Published in:

Stochastic Environmental Research & Risk Assessment, 2019, v. 33, n. 10, p. 1669, doi. 10.1007/s00477-019-01710-1

By:

Chen, Wanfang;
Genton, Marc G.

Publication type:

Article

A Matérn model of the spatial covariance structure of point rain rates.

Published in:

Stochastic Environmental Research & Risk Assessment, 2015, v. 29, n. 2, p. 411, doi. 10.1007/s00477-014-0923-2

By:

Sun, Ying;
Bowman, Kenneth;
Genton, Marc;
Tokay, Ali

Publication type:

Article

An O(N) algorithm for computing expectation of N-dimensional truncated multi-variate normal distribution I: fundamentals.

Published in:

Advances in Computational Mathematics, 2021, v. 47, n. 5, p. 1, doi. 10.1007/s10444-021-09888-1

By:

Huang, Jingfang;
Cao, Jian;
Fang, Fuhui;
Genton, Marc G.;
Keyes, David E.;
Turkiyyah, George

Publication type:

Article

Tractable Bayes of skew‐elliptical link models for correlated binary data.

Published in:

Biometrics, 2023, v. 79, n. 3, p. 1788, doi. 10.1111/biom.13731

By:

Zhang, Zhongwei;
Arellano‐Valle, Reinaldo B.;
Genton, Marc G.;
Huser, Raphaël

Publication type:

Article

Nonparametric trend estimation in functional time series with application to annual mortality rates.

Published in:

Biometrics, 2021, v. 77, n. 3, p. 866, doi. 10.1111/biom.13353

By:

Martínez‐Hernández, Israel;
Genton, Marc G.

Publication type:

Article

Bayesian modeling of air pollution extremes using nested multivariate max‐stable processes.

Published in:

Biometrics, 2019, v. 75, n. 3, p. 831, doi. 10.1111/biom.13051

By:

Vettori, Sabrina;
Huser, Raphaël;
Genton, Marc G.

Publication type:

Article

Diagonal likelihood ratio test for equality of mean vectors in high‐dimensional data.

Published in:

Biometrics, 2019, v. 75, n. 1, p. 256, doi. 10.1111/biom.12984

By:

Hu, Zongliang;
Tong, Tiejun;
Genton, Marc G.

Publication type:

Article

A scalable multi‐resolution spatio‐temporal model for brain activation and connectivity in fMRI data.

Published in:

Biometrics, 2018, v. 74, n. 3, p. 823, doi. 10.1111/biom.12844

By:

Castruccio, Stefano;
Ombao, Hernando;
Genton, Marc G.

Publication type:

Article

A Multivariate Two-Sample Mean Test for Small Sample Size and Missing Data.

Published in:

Biometrics, 2006, v. 62, n. 3, p. 877, doi. 10.1111/j.1541-0420.2006.00533.x

By:

Yunjun Wu;
Genton, Marc G.;
Stefanski, Leonard A.

Publication type:

Article

Classes of Kernels for Machine Learning: A Statistics Perspective.

Published in:

Journal of Machine Learning Research, 2002, v. 2, n. 2, p. 299, doi. 10.1162/15324430260185646

By:

Genton, Marc G.

Publication type:

Article

Modeling spatio-temporal wildfire ignition point patterns.

Published in:

Environmental & Ecological Statistics, 2009, v. 16, n. 2, p. 225, doi. 10.1007/s10651-007-0080-6

By:

Hering, Amanda S.;
Bell, Cynthia L.;
Genton, Marc G.

Publication type:

Article

A kernel plus method for quantifying wind turbine performance upgrades.

Published in:

Wind Energy, 2015, v. 18, n. 7, p. 1207, doi. 10.1002/we.1755

By:

Lee, Giwhyun;
Ding, Yu;
Xie, Le;
Genton, Marc G.

Publication type:

Article

Perturbation of Numerical Confidential Data via Skew-t Distributions.

Published in:

Management Science, 2010, v. 56, n. 2, p. 318, doi. 10.1287/mnsc.1090.1104

By:

Lee, Seokho;
Genton, Marc G.;
Arellano-Valle, Reinaldo B.

Publication type:

Article

A non‐stationary factor copula model for non‐Gaussian spatial data.

Published in:

Stat, 2024, v. 13, n. 3, p. 1, doi. 10.1002/sta4.715

By:

Mondal, Sagnik;
Krupskii, Pavel;
Genton, Marc G.

Publication type:

Article

On the non‐identifiability of unified skew‐normal distributions.

Published in:

Stat, 2023, v. 12, n. 1, p. 1, doi. 10.1002/sta4.597

By:

Wang, Kesen;
Arellano‐Valle, Reinaldo B.;
Azzalini, Adelchi;
Genton, Marc G.

Publication type:

Article

A space‐time model with temporal cyclostationarity for probabilistic forecasting and simulation of solar irradiance data.

Published in:

Stat, 2023, v. 12, n. 1, p. 1, doi. 10.1002/sta4.583

By:

Das, Soumya;
Alshehri, Yasser M.;
Stenchikov, Georgiy L.;
Genton, Marc G.

Publication type:

Article

Multivariate functional outlier detection using the fast massive unsupervised outlier detection indices.

Published in:

Stat, 2023, v. 12, n. 1, p. 1, doi. 10.1002/sta4.567

By:

Ojo, Oluwasegun Taiwo;
Fernández Anta, Antonio;
Genton, Marc G.;
Lillo, Rosa E.

Publication type:

Article

Trajectory functional boxplots.

Published in:

Stat, 2020, v. 9, n. 1, p. 1, doi. 10.1002/sta4.289

By:

Zonghui Yao;
Wenlin Dai;
Genton, Marc G.

Publication type:

Article

Full likelihood inference for max-stable data.

Published in:

Stat, 2019, v. 8, n. 1, p. 1, doi. 10.1002/sta4.218

By:

Huser, Raphaël;
Dombry, Clément;
Ribatet, Mathieu;
Genton, Marc G.

Publication type:

Article

Functional boxplots for multivariate curves.

Published in:

Stat, 2018, v. 7, n. 1, p. N.PAG, doi. 10.1002/sta4.190

By:

Dai, Wenlin;
Genton, Marc G.

Publication type:

Article

Visuanimation in statistics.

Published in:

Stat, 2015, v. 4, n. 1, p. 81, doi. 10.1002/sta4.77

By:

Genton, Marc G.;
Castruccio, Stefano;
Crippa, Paola;
Dutta, Subhajit;
Huser, Raphaël;
Sun, Ying;
Vettori, Sabrina

Publication type:

Article