Works matching AU GENTON, MARC G.

Results: 130

Efficient Large-Scale Nonstationary Spatial Covariance Function Estimation Using Convolutional Neural Networks.

Published in:

Journal of Computational & Graphical Statistics, 2025, v. 34, n. 2, p. 683, doi. 10.1080/10618600.2024.2402277

By:

Nag, Pratik;
Hong, Yiping;
Abdulah, Sameh;
Qadir, Ghulam A.;
Genton, Marc G.;
Sun, Ying

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 PAIRWISE HOTELLING METHOD FOR TESTING HIGH-DIMENSIONAL MEAN VECTORS.

Published in:

Statistica Sinica, 2024, v. 34, n. 1, p. 229, doi. 10.5705/ss.202021.0369

By:

Zongliang Hu;
Tiejun Tong;
Genton, Marc G.

Publication type:

Article

A GENERALIZED HECKMAN MODEL WITH VARYING SAMPLE SELECTION BIAS AND DISPERSION PARAMETERS.

Published in:

Statistica Sinica, 2022, v. 32, n. 4, p. 1911, doi. 10.5705/ss.202021.0068

By:

de Souza Bastos, Fernando;
Barreto-Souza, Wagner;
Genton, Marc G.

Publication type:

Article

NONSEPARABLE, SPACE-TIME COVARIANCE FUNCTIONS WITH DYNAMICAL COMPACT SUPPORTS.

Published in:

Statistica Sinica, 2020, v. 30, n. 2, p. 719, doi. 10.5705/ss.202017.0385

By:

Porcu, Emilio;
Bevilacqua, Moreno;
Genton, Marc G.

Publication type:

Article

A STOCHASTIC GENERATOR OF GLOBAL MONTHLY WIND ENERGY WITH TUKEY g-AND-h AUTOREGRESSIVE PROCES.

Published in:

Statistica Sinica, 2019, v. 29, n. 3, p. 1105, doi. 10.5705/ss.202017.0474

By:

Jaehong Jeong;
Yuan Yan;
Castruccio, Stefano;
Genton, Marc G.

Publication type:

Article

AN OUTLYINGNESS MATRIX FOR MULTIVARIATE FUNCTIONAL DATA CLASSIFICATION.

Published in:

Statistica Sinica, 2018, v. 28, n. 4, p. 2435, doi. 10.5705/ss.202016.0537

By:

Wenlin Dai;
Genton, Marc G.

Publication type:

Article

Current and Future Estimates of Wind Energy Potential Over Saudi Arabia.

Published in:

Journal of Geophysical Research. Atmospheres, 2018, v. 123, n. 12, p. 6443, doi. 10.1029/2017JD028212

By:

Chen, Wanfang;
Castruccio, Stefano;
Genton, Marc G.;
Crippa, Paola

Publication type:

Article

A multivariate modified skew-normal distribution.

Published in:

Statistical Papers, 2024, v. 65, n. 2, p. 511, doi. 10.1007/s00362-023-01397-1

By:

Mondal, Sagnik;
Arellano-Valle, Reinaldo B.;
Genton, Marc G.

Publication type:

Article

Statistical Tests of Taylor's Hypothesis: An Application to Precipitation Fields.

Published in:

Journal of Hydrometeorology, 2009, v. 10, n. 1, p. 254, doi. 10.1175/2008JHM1009.1

By:

Li, Bo;
Murthi, Aditya;
Bowman, Kenneth P.;
North, Gerald R.;
Genton, Marc G.;
Sherman, Michael

Publication type:

Article

An exploratory data analysis of electroencephalograms using the functional boxplots approach.

Published in:

Frontiers in Neuroscience, 2015, p. 1, doi. 10.3389/fnins.2015.00282

By:

Duy Ngo;
Ying Sun;
Genton, Marc G.;
Wu, Jennifer;
Srinivasan, Ramesh;
Cramer, Steven C.;
Ombao, Hernando;
Joshi, Anand;
Hedlin, Haley

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

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

Correlation Models for Temperature Fields.

Published in:

Journal of Climate, 2011, v. 24, n. 22, p. 5850, doi. 10.1175/2011JCLI4199.1

By:

North, Gerald R.;
Wang, Jue;
Genton, Marc G.

Publication type:

Article

Linear factor copula models and their properties.

Published in:

Scandinavian Journal of Statistics, 2018, v. 45, n. 4, p. 861, doi. 10.1111/sjos.12325

By:

Krupskii, Pavel;
Genton, Marc G.

Publication type:

Article

Characteristic Function-based Semiparametric Inference for Skew-symmetric Models.

Published in:

Scandinavian Journal of Statistics, 2013, v. 40, n. 3, p. 471, doi. 10.1111/j.1467-9469.2012.00822.x

By:

POTGIETER, CORNELIS J.;
GENTON, MARC G.

Publication type:

Article

Measuring the Discrepancy of a Parametric Model via Local Polynomial Smoothing.

Published in:

Scandinavian Journal of Statistics, 2013, v. 40, n. 3, p. 455, doi. 10.1111/j.1467-9469.2012.00821.x

By:

GHOUCH, ANOUAR EL;
GENTON, MARC G.;
BOUEZMARNI, TAOUFIK

Publication type:

Article

Objective Bayesian Analysis of Skew- t Distributions.

Published in:

Scandinavian Journal of Statistics, 2013, v. 40, n. 1, p. 63, doi. 10.1111/j.1467-9469.2011.00779.x

By:

BRANCO, MARCIA D'ELIA;
GENTON, MARC G.;
LISEO, BRUNERO

Publication type:

Article

Shannon Entropy and Mutual Information for Multivariate Skew-Elliptical Distributions.

Published in:

Scandinavian Journal of Statistics, 2013, v. 40, n. 1, p. 42, doi. 10.1111/j.1467-9469.2011.00774.x

By:

ARELLANO‐VALLE, REINALDO B.;
CONTRERAS‐REYES, JAVIER E.;
GENTON, MARC G.

Publication type:

Article

Generalized Linear Latent Variable Models with Flexible Distribution of Latent Variables.

Published in:

Scandinavian Journal of Statistics, 2012, v. 39, n. 4, p. 663, doi. 10.1111/j.1467-9469.2011.00777.x

By:

IRINCHEEVA, IRINA;
CANTONI, EVA;
GENTON, MARC G.

Publication type:

Article

Single-Index Additive Vector Autoregressive Time Series Models.

Published in:

Scandinavian Journal of Statistics, 2009, v. 36, n. 3, p. 369, doi. 10.1111/j.1467-9469.2009.00641.x

By:

YEHUA LI;
GENTON, MARC G.

Publication type:

Article

Discussion of‘‘The Skew-normal’’.

Published in:

Scandinavian Journal of Statistics, 2005, v. 32, n. 2, p. 189, doi. 10.1111/j.1467-9469.2005.00427.x

By:

Genton, Marc G.

Publication type:

Article

Flexible Class of Skew-Symmetric Distributions.

Published in:

Scandinavian Journal of Statistics, 2004, v. 31, n. 3, p. 459, doi. 10.1111/j.1467-9469.2004.03_007.x

By:

Ma, Yanyuan;
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

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

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

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

Compressing an Ensemble With Statistical Models: An Algorithm for Global 3D Spatio-Temporal Temperature.

Published in:

Technometrics, 2016, v. 58, n. 3, p. 319, doi. 10.1080/00401706.2015.1027068

By:

Castruccio, Stefano;
Genton, Marc G.

Publication type:

Article

Comparing Spatial Predictions.

Published in:

Technometrics, 2011, v. 53, n. 4, p. 414, doi. 10.1198/TECH.2011.10136

By:

Hering, Amanda S.;
Genton, Marc G.

Publication type:

Article

The Multivariate g-and-h Distribution.

Published in:

Technometrics, 2006, v. 48, n. 1, p. 104, doi. 10.1198/004017005000000562

By:

Field, Christopher;
Genton, Marc G.

Publication type:

Article

Scalable Gaussian-process regression and variable selection using Vecchia approximations.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Jian Cao;
Guinness, Joseph;
Genton, Marc G.;
Katzfuss, Matthias

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

Depth-weighted robust multivariate regression with application to sparse data.

Published in:

Canadian Journal of Statistics, 2017, v. 45, n. 2, p. 164, doi. 10.1002/cjs.11315

By:

Dutta, Subhajit;
Genton, Marc G.

Publication type:

Article

Censored time series analysis with autoregressive moving average models.

Published in:

Canadian Journal of Statistics, 2007, v. 35, n. 1, p. 151, doi. 10.1002/cjs.5550350113

By:

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

Publication type:

Article

A unified view on skewed distributions arising from selections.

Published in:

Canadian Journal of Statistics, 2006, v. 34, n. 4, p. 581, doi. 10.1002/cjs.5550340403

By:

Arellano-Valle, Reinaldo B.;
Branco, Máaarcia D.;
Genton, Marc G.

Publication type:

Article

Robust inference in sample selection models.

Published in:

Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2016, v. 78, n. 4, p. 805, doi. 10.1111/rssb.12136

By:

Zhelonkin, Mikhail;
Genton, Marc G.;
Ronchetti, Elvezio

Publication type:

Article

A tilting approach to ranking influence.

Published in:

Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2016, v. 78, n. 1, p. 77, doi. 10.1111/rssb.12102

By:

Genton, Marc G.;
Hall, Peter

Publication type:

Article

Explicit estimating equations for semiparametric generalized linear latent variable models.

Published in:

Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2010, v. 72, n. 4, p. 475, doi. 10.1111/j.1467-9868.2010.00741.x

By:

Ma, Yanyuan;
Genton, Marc G.

Publication type:

Article

Statistical inference for evolving periodic functions.

Published in:

Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2007, v. 69, n. 4, p. 643, doi. 10.1111/j.1467-9868.2007.00604.x

By:

Genton, Marc G.;
Hall, Peter

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

Spatial blind source separation.

Published in:

Biometrika, 2020, v. 107, n. 3, p. 627, doi. 10.1093/biomet/asz079

By:

Bachoc, François;
Genton, Marc G;
Nordhausen, Klaus;
Ruiz-Gazen, Anne;
Virta, Joni

Publication type:

Article

Multivariate max-stable spatial processes.

Published in:

Biometrika, 2015, v. 102, n. 1, p. 215, doi. 10.1093/biomet/asu066

By:

Genton, Marc G.;
Padoan, Simone A.;
Sang, Huiyan

Publication type:

Article

Spatially varying cross-correlation coefficients in the presence of nugget effects.

Published in:

Biometrika, 2013, v. 100, n. 1, p. 213, doi. 10.1093/biomet/ass057

By:

Kleiber, William;
Genton, Marc G.

Publication type:

Article

Aggregation-cokriging for highly multivariate spatial data.

Published in:

Biometrika, 2011, v. 98, n. 3, p. 615, doi. 10.1093/biomet/asr029

By:

Furrer, Reinhard;
Genton, Marc G.

Publication type:

Article