Works by Wikle, Christopher K.

Results: 100

Artificial Intelligence to Aid Glaucoma Diagnosis and Monitoring: State of the Art and New Directions.

Published in:

Photonics, 2022, v. 9, n. 11, p. 810, doi. 10.3390/photonics9110810

By:

Nunez, Roberto;
Harris, Alon;
Ibrahim, Omar;
Keller, James;
Wikle, Christopher K.;
Robinson, Erin;
Zukerman, Ryan;
Siesky, Brent;
Verticchio, Alice;
Rowe, Lucas;
Guidoboni, Giovanna

Publication type:

Article

Visualizing uncertainty in areal data with bivariate choropleth maps, map pixelation and glyph rotation.

Published in:

Stat, 2017, v. 6, n. 1, p. 292, doi. 10.1002/sta4.150

By:

Lucchesi, Lydia R.;
Wikle, Christopher K.

Publication type:

Article

Adaptively tuned particle swarm optimization with application to spatial design.

Published in:

Stat, 2017, v. 6, n. 1, p. 145, doi. 10.1002/sta4.142

By:

Simpson, Matthew;
Wikle, Christopher K.;
Holan, Scott H.

Publication type:

Article

An ensemble quadratic echo state network for non-linear spatio-temporal forecasting.

Published in:

Stat, 2017, v. 6, n. 1, p. 315, doi. 10.1002/sta4.160

By:

McDermott, Patrick L.;
Wikle, Christopher K.

Publication type:

Article

Multivariate spatio-temporal survey fusion with application to the American Community Survey and Local Area Unemployment Statistics.

Published in:

Stat, 2016, v. 5, n. 1, p. 224, doi. 10.1002/sta4.120

By:

Bradley, Jonathan R.;
Holan, Scott H.;
Wikle, Christopher K.

Publication type:

Article

Multivariate spatial hierarchical Bayesian empirical likelihood methods for small area estimation.

Published in:

Stat, 2015, v. 4, n. 1, p. 108, doi. 10.1002/sta4.81

By:

Porter, Aaron T.;
Holan, Scott H.;
Wikle, Christopher K.

Publication type:

Article

Associations between rurality and regional differences in sociodemographic factors and the 1918–20 influenza and 2020–21 COVID-19 pandemics in Missouri counties: An ecological study.

Published in:

PLoS ONE, 2023, v. 18, n. 8, p. 1, doi. 10.1371/journal.pone.0290294

By:

Sattenspiel, Lisa;
Orbann, Carolyn;
Bogan, Aaron;
Ramirez, Hailey;
Pirrone, Sean;
Dahal, Sushma;
McElroy, Jane A.;
Wikle, Christopher K.

Publication type:

Article

Excursions in the Bayesian treatment of model error.

Published in:

PLoS ONE, 2023, v. 18, n. 6, p. 1, doi. 10.1371/journal.pone.0286624

By:

Berliner, L. Mark;
Herbei, Radu;
Wikle, Christopher K.;
Milliff, Ralph F.

Publication type:

Article

A dimension-reduced approach to space-time Kalman filtering.

Published in:

Biometrika, 1999, v. 86, n. 4, p. 815, doi. 10.1093/biomet/86.4.815

By:

Wikle, Christopher K.;
Cressie, Noel

Publication type:

Article

Spatio-temporal processes in ecology: a gentle introduction.

Published in:

2006

By:

Hooten, Mevin B.;
Wikle, Christopher K.

Publication type:

Book Review

Spatio‐temporal models for big multinomial data using the conditional multivariate logit‐beta distribution.

Published in:

Journal of Time Series Analysis, 2019, v. 40, n. 3, p. 363, doi. 10.1111/jtsa.12468

By:

Bradley, Jonathan R.;
Wikle, Christopher K.;
Holan, Scott H.

Publication type:

Article

Recent Advances in Spatio‐Temporal Methodology.

Published in:

Journal of Time Series Analysis, 2019, v. 40, n. 3, p. 267, doi. 10.1111/jtsa.12467

By:

Wikle, Christopher K.;
Holan, Scott H.

Publication type:

Article

Rejoinder - An approach for identifying and predicting economic recessions in real-time using time-frequency functional models.

Published in:

Applied Stochastic Models in Business & Industry, 2012, v. 28, n. 6, p. 504, doi. 10.1002/asmb.1955

By:

Holan, Scott H.;
Yang, Wen-Hsi;
Wikle, Christopher K.;
Matteson, David S.

Publication type:

Article

An approach for identifying and predicting economic recessions in real-time using time-frequency functional models.

Published in:

Applied Stochastic Models in Business & Industry, 2012, v. 28, n. 6, p. 485, doi. 10.1002/asmb.1954

By:

Holan, Scott H.;
Yang, Wen-Hsi;
Matteson, David S.;
Wikle, Christopher K.

Publication type:

Article

‘Bayesian source detection and parameter estimation of a plume model based on sensor network measurements’ by C. Huang et al.: Discussion 2.

Published in:

Applied Stochastic Models in Business & Industry, 2010, v. 26, n. 4, p. 353, doi. 10.1002/asmb.854

By:

Holan, Scott H.;
Wikle, Christopher K.

Publication type:

Article

Regionalization of multiscale spatial processes by using a criterion for spatial aggregation error.

Published in:

Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2017, v. 79, n. 3, p. 815, doi. 10.1111/rssb.12179

By:

Bradley, Jonathan R.;
Wikle, Christopher K.;
Holan, Scott H.

Publication type:

Article

Interpolating Population Distributions using Public-Use Data: An Application to Income Segregation using American Community Survey Data.

Published in:

Journal of the American Statistical Association, 2023, v. 118, n. 541, p. 84, doi. 10.1080/01621459.2022.2126779

By:

Simpson, Matthew;
Holan, Scott H.;
Wikle, Christopher K.;
Bradley, Jonathan R.

Publication type:

Article

Bayesian Hierarchical Models With Conjugate Full-Conditional Distributions for Dependent Data From the Natural Exponential Family.

Published in:

Journal of the American Statistical Association, 2020, v. 115, n. 532, p. 2037, doi. 10.1080/01621459.2019.1677471

By:

Bradley, Jonathan R.;
Holan, Scott H.;
Wikle, Christopher K.

Publication type:

Article

Ensemble Kalman Methods for High-Dimensional Hierarchical Dynamic Space-Time Models.

Published in:

Journal of the American Statistical Association, 2020, v. 115, n. 530, p. 866, doi. 10.1080/01621459.2019.1592753

By:

Katzfuss, Matthias;
Stroud, Jonathan R.;
Wikle, Christopher K.

Publication type:

Article

Bayesian Spatial Change of Support for Count-Valued Survey Data With Application to the American Community Survey.

Published in:

Journal of the American Statistical Association, 2016, v. 111, n. 514, p. 472, doi. 10.1080/01621459.2015.1117471

By:

Bradley, Jonathan R.;
Wikle, Christopher K.;
Holan, Scott H.

Publication type:

Article

Comment.

Published in:

2015

By:

Wikle, Christopher K.;
Holan, Scott H.

Publication type:

Opinion

Statistical Agent-Based Models for Discrete Spatio-Temporal Systems.

Published in:

Journal of the American Statistical Association, 2010, v. 105, n. 489, p. 236, doi. 10.1198/jasa.2009.tm09036

By:

Hooten, Mevin B.;
Wikle, Christopher K.

Publication type:

Article

A Bayesian Hierarchical Nonoverlapping Random Disc Growth Model.

Published in:

Journal of the American Statistical Association, 2009, v. 104, n. 485, p. 274, doi. 10.1198/jasa.2009.0124

By:

MICHEAS, Athanasios C.;
WIKLE, Christopher K.

Publication type:

Article

Comment.

Published in:

2009

By:

WIKLE, Christopher K.;
MILLIFF, Ralph F.

Publication type:

Opinion

A Kernel-Based Spatlo-Temporal Dynamical Model for Nowcasting Weather Radar Reflectivities.

Published in:

Journal of the American Statistical Association, 2005, v. 100, n. 472, p. 1133, doi. 10.1198/016214505000000682

By:

Ke Xu;
Wikle, Christopher K.;
Fox, Neil I.

Publication type:

Article

Computational Statistics Handbook With MATLAB (Book).

Published in:

2004

By:

Wikle, Christopher K.

Publication type:

Book Review

A Bayesian Adaptive Ensemble Kalman Filter for Sequential State and Parameter Estimation.

Published in:

Monthly Weather Review, 2018, v. 146, n. 1, p. 373, doi. 10.1175/MWR-D-16-0427.1

By:

Stroud, Jonathan R.;
Katzfuss, Matthias;
Wikle, Christopher K.

Publication type:

Article

Assessing predictability of environmental time series with statistical and machine learning models.

Published in:

Environmetrics, 2025, v. 36, n. 1, p. 1, doi. 10.1002/env.2864

By:

Bonas, Matthew;
Datta, Abhirup;
Wikle, Christopher K.;
Boone, Edward L.;
Alamri, Faten S.;
Hari, Bhava Vyasa;
Kavila, Indulekha;
Simmons, Susan J.;
Jarvis, Shannon M.;
Burr, Wesley S.;
Pagendam, Daniel E.;
Chang, Won;
Castruccio, Stefano

Publication type:

Article

Calibrated forecasts of quasi‐periodic climate processes with deep echo state networks and penalized quantile regression.

Published in:

Environmetrics, 2024, v. 35, n. 1, p. 1, doi. 10.1002/env.2833

By:

Bonas, Matthew;
Wikle, Christopher K.;
Castruccio, Stefano

Publication type:

Article

REDS: Random ensemble deep spatial prediction.

Published in:

Environmetrics, 2023, v. 34, n. 1, p. 1, doi. 10.1002/env.2780

By:

Daw, Ranadeep;
Wikle, Christopher K.

Publication type:

Article

An illustration of model agnostic explainability methods applied to environmental data.

Published in:

Environmetrics, 2023, v. 34, n. 1, p. 1, doi. 10.1002/env.2772

By:

Wikle, Christopher K.;
Datta, Abhirup;
Hari, Bhava Vyasa;
Boone, Edward L.;
Sahoo, Indranil;
Kavila, Indulekha;
Castruccio, Stefano;
Simmons, Susan J.;
Burr, Wesley S.;
Chang, Won

Publication type:

Article

On the spatial and temporal shift in the archetypal seasonal temperature cycle as driven by annual and semi‐annual harmonics.

Published in:

Environmetrics, 2021, v. 32, n. 6, p. 1, doi. 10.1002/env.2665

By:

North, Joshua S.;
Schliep, Erin M.;
Wikle, Christopher K.

Publication type:

Article

Deep echo state networks with uncertainty quantification for spatio‐temporal forecasting.

Published in:

Environmetrics, 2019, v. 30, n. 3, p. N.PAG, doi. 10.1002/env.2553

By:

McDermott, Patrick L.;
Wikle, Christopher K.

Publication type:

Article

A model-based approach for analog spatio-temporal dynamic forecasting.

Published in:

Environmetrics, 2016, v. 27, n. 2, p. 70, doi. 10.1002/env.2374

By:

McDermott, Patrick L.;
Wikle, Christopher K.

Publication type:

Article

Advances in statistical methods for climate analysis.

Published in:

Environmetrics, 2012, v. 23, n. 5, p. 363, doi. 10.1002/env.2156

By:

Guttorp, Peter;
Sain, Stephan R.;
Wikle, Christopher K.

Publication type:

Article

Semiparametric bivariate zero-inflated Poisson models with application to studies of abundance for multiple species.

Published in:

Environmetrics, 2012, v. 23, n. 2, p. 183, doi. 10.1002/env.1142

By:

Arab, Ali;
Holan, Scott H.;
Wikle, Christopher K.;
Wildhaber, Mark L.

Publication type:

Article

Dynamic design of ecological monitoring networks for non-Gaussian spatio-temporal data.

Published in:

Environmetrics, 2005, v. 16, n. 5, p. 507, doi. 10.1002/env.718

By:

Christopher K. Wikle;
J. Andrew Royle

Publication type:

Article

A Bayesian hierarchical downscaling model for south-west Western Australia rainfall.

Published in:

Journal of the Royal Statistical Society: Series C (Applied Statistics), 2014, v. 63, n. 5, p. 715, doi. 10.1111/rssc.12055

By:

Song, Yong;
Li, Yun;
Bates, Bryson;
Wikle, Christopher K.

Publication type:

Article

Long-Lead Prediction of Pacific SSTs via Bayesian Dynamic Modeling.

Published in:

Journal of Climate, 2000, v. 13, n. 22, p. 3953, doi. 10.1175/1520-0442(2001)013<3953:LLPOPS>2.0.CO;2

By:

Berliner, L. Mark;
Wikle, Christopher K.;
Cressie, Noel

Publication type:

Article

Providing distributed forecasts of precipitation using a Bayesian nowcast scheme.

Published in:

Atmospheric Science Letters (John Wiley & Sons, Inc. ), 2005, v. 6, n. 1, p. 59, doi. 10.1002/asl.93

By:

Fox, Neil I.;
Wikle, Christopher K.

Publication type:

Article

Bayesian Recurrent Neural Network Models for Forecasting and Quantifying Uncertainty in Spatial-Temporal Data.

Published in:

Entropy, 2019, v. 21, n. 2, p. 184, doi. 10.3390/e21020184

By:

McDermott, Patrick L.;
Wikle, Christopher K.

Publication type:

Article

Spatio-temporal change of support modeling with R.

Published in:

Computational Statistics, 2021, v. 36, n. 1, p. 749, doi. 10.1007/s00180-020-01029-4

By:

Raim, Andrew M.;
Holan, Scott H.;
Bradley, Jonathan R.;
Wikle, Christopher K.

Publication type:

Article

Time-varying effects of local weather on behavior and probability of breeding deferral in two Arctic-nesting goose populations.

Published in:

Oecologia, 2023, v. 201, n. 2, p. 369, doi. 10.1007/s00442-022-05300-x

By:

Cunningham, Stephanie A.;
Schafer, Toryn L. J.;
Wikle, Christopher K.;
VonBank, Jay A.;
Ballard, Bart M.;
Cao, Lei;
Bearhop, Stuart;
Fox, Anthony D.;
Hilton, Geoff M.;
Walsh, Alyn J.;
Griffin, Larry R.;
Weegman, Mitch D.

Publication type:

Article

A kernel-based spectral model for non-Gaussian spatio-temporal processes.

Published in:

Statistical Modelling: An International Journal, 2002, v. 2, n. 4, p. 299, doi. 10.1191/1471082x02st036oa

By:

Wikle, Christopher K

Publication type:

Article

Incorporating Asymmetric Loss for Real Estate Prediction With Area‐Level Spatial Data.

Published in:

Applied Stochastic Models in Business & Industry, 2025, v. 41, n. 2, p. 1, doi. 10.1002/asmb.70009

By:

Dixit, Vaidehi;
Holan, Scott H.;
Wikle, Christopher K.

Publication type:

Article

Modern perspectives on statistics for spatio-temporal data.

Published in:

WIREs: Computational Statistics, 2015, v. 7, n. 1, p. 86, doi. 10.1002/wics.1341

By:

Wikle, Christopher K.

Publication type:

Article

Science-based parameterizations for dynamical spatiotemporal models.

Published in:

WIREs: Computational Statistics, 2012, v. 4, n. 6, p. 554, doi. 10.1002/wics.1227

By:

Leeds, William B.;
Wikle, Christopher K.

Publication type:

Article

Seasonal variation of upper tropospheric and lower stratospheric equatorial waves over...

Published in:

Journal of the Atmospheric Sciences, 1997, v. 54, n. 14, p. 1895, doi. 10.1175/1520-0469(1997)054<1895:SVOUTA>2.0.CO;2

By:

Wikle, Christopher K.;
Madden, Roland A.

Publication type:

Article

Predicting the spatial distribution of ground flora on large domains using a hierarchical Bayesian model.

Published in:

Landscape Ecology, 2002, v. 17, n. 7, p. 487

By:

Hooten, Mevin B.;
Larsen, David R.;
Wikle, Christopher K.

Publication type:

Article

Effects of a Government-Academic Partnership: Has the NSF-CENSUS Bureau Research Network Helped Improve the US Statistical System?

Published in:

Journal of Survey Statistics & Methodology, 2019, v. 7, n. 4, p. 589, doi. 10.1093/jssam/smy023

By:

Weinberg, Daniel H;
Abowd, John M;
Belli, Robert F;
Cressie, Noel;
Folch, David C;
Holan, Scott H;
Levenstein, Margaret C;
Olson, Kristen M;
Reiter, Jerome P;
Shapiro, Matthew D;
Smyth, Jolene D;
Soh, Leen-Kiat;
Spencer, Bruce D;
Spielman, Seth E;
Vilhuber, Lars;
Wikle, Christopher K

Publication type:

Article