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Wikle, Christopher K.

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Author ID: wikle.christopher-k Recent zbMATH articles by "Wikle, Christopher K."
Published as: Wikle, C. K.; Wikle, Christopher; Wikle, Christopher K.
Documents Indexed: 54 Publications since 1998, including 1 Book

Publications by Year

Citations contained in zbMATH

39 Publications have been cited 518 times in 343 Documents Cited by Year
Statistics for spatio-temporal data. Zbl 1273.62017
Cressie, Noel; Wikle, Christopher K.
162
2011
A dimension-reduced approach to space-time Kalman filtering. Zbl 0942.62114
Wikle, Christopher K.; Cressie, Noel
61
1999
Spatiotemporal hierarchical Bayesian modeling: Tropical ocean surface winds. Zbl 1022.62117
Wikle, Christopher K.; Milliff, Ralph F.; Nychka, Doug; Berliner, L. Mark
48
2001
Multiresolution models for nonstationary spatial covariance functions. Zbl 1195.62146
Nychka, Douglas; Wikle, Christopher; Royle, J. Andrew
30
2002
A general science-based framework for dynamical spatio-temporal models. Zbl 1203.37141
Wikle, Christopher K.; Hooten, Mevin B.
24
2010
A kernel-based spatio-temporal dynamical model for nowcasting weather radar reflectivities. Zbl 1117.62448
Xu, Ke; Wikle, Christopher K.; Fox, Neil I.
21
2005
A Bayesian tutorial for data assimilation. Zbl 1113.62032
Wikle, Christopher K.; Berliner, L. Mark
18
2007
Hierarchical models in environmental science. Zbl 1114.62367
Wikle, Christopher K.
16
2003
A kernel-based spectral model for non-Gaussian spatio-temporal processes. Zbl 1195.62147
Wikle, Christopher K.
13
2002
Estimation of parameterized spatio-temporal dynamic models. Zbl 1102.62104
Xu, Ke; Wikle, Christopher K.
12
2007
Multivariate spatio-temporal models for high-dimensional areal data with application to longitudinal employer-household dynamics. Zbl 1397.62356
Bradley, Jonathan R.; Holan, Scott H.; Wikle, Christopher K.
8
2015
Assessing first-order emulator inference for physical parameters in nonlinear mechanistic models. Zbl 1306.62290
Hooten, Mevin B.; Leeds, William B.; Fiechter, Jerome; Wikle, Christopher K.
8
2011
Modeling complex phenotypes: generalized linear models using spectrogram predictors of animal communication signals. Zbl 1202.62153
Holan, Scott H.; Wikle, Christopher K.; Sullivan-Beckers, Laura E.; Cocroft, Reginald B.
8
2010
Hierarchical spatiotemporal matrix models for characterizing invasions. Zbl 1134.62082
Hooten, Mevin B.; Wikle, Christopher K.; Dorazio, Robert M.; Royle, J. Andrew
7
2007
A hierarchical spatial model for constructing wind fields from scatterometer data in the Labrador Sea. Zbl 0921.62123
Royle, J. A.; Berliner, L. M.; Wikle, C. K.; Milliff, R.
7
1999
The variance-based cross-variogram: You can add apples and oranges. Zbl 0970.86010
Cressie, Noel; Wikle, Christopher K.
7
1998
Polynomial nonlinear spatio-temporal integro-difference equation models. Zbl 1294.62225
Wikle, Christopher K.; Holan, Scott H.
6
2011
Statistical agent-based models for discrete spatio-temporal systems. Zbl 1397.62364
Hooten, Mevin B.; Wikle, Christopher K.
6
2010
Bayesian methods in the atmospheric sciences. (With discussion). Zbl 0973.62018
Berliner, L. Mark; Royle, J. Andrew; Wikle, Christopher K.; Milliff, Ralph F.
5
1999
Multiresolution wavelet analysis in hierarchical Bayesian turbulence models. Zbl 0957.76020
Berliner, L. M.; Wikle, C. K.; Milliff, R. F.
5
1999
Hierarchical Bayesian spatio-temporal Conway-Maxwell Poisson models with dynamic dispersion. Zbl 1303.62100
Wu, Guohui; Holan, Scott H.; Wikle, Christopher K.
4
2013
A Bayesian hierarchical nonoverlapping random disc growth model. Zbl 1388.62045
Micheas, Athanasios C.; Wikle, Christopher K.
4
2009
Interpolating fields of carbon monoxide data using a hybrid statistical-physical model. Zbl 1168.62396
Malmberg, Anders; Arellano, Avelino; Edwards, David P.; Flyer, Natasha; Nychka, Doug; Wikle, Christopher
4
2008
Approximate importance sampling Monte Carlo for data assimilation. Zbl 1113.62028
Berliner, L. Mark; Wikle, Christopher K.
4
2007
Computationally efficient multivariate spatio-temporal models for high-dimensional count-valued data (with discussion). Zbl 1392.62148
Bradley, Jonathan R.; Holan, Scott H.; Wikle, Christopher K.
3
2018
Small area estimation via multivariate Fay-Herriot models with latent spatial dependence. Zbl 1331.62077
Porter, Aaron T.; Wikle, Christopher K.; Holan, Scott H.
3
2015
Ecological prediction with nonlinear multivariate time-frequency functional data models. Zbl 1303.62101
Yang, Wen-Hsi; Wikle, Christopher K.; Holan, Scott H.; Wildhaber, Mark L.
3
2013
Bayesian IRT models incorporating general and specific abilities. Zbl 1275.62039
Sheng, Yanyan; Wikle, Christopher K.
3
2009
Space-time modelling of Sydney Harbour winds. Zbl 1108.62125
Cripps, Edward; Nott, David; Dunsmuir, William T. M.; Wikle, Christopher
3
2005
Bayesian lattice filters for time-varying autoregression and time-frequency analysis. Zbl 1359.62390
Yang, Wen-Hsi; Holan, Scott H.; Wikle, Christopher K.
2
2016
Bayesian semiparametric hierarchical empirical likelihood spatial models. Zbl 1326.62079
Porter, Aaron T.; Holan, Scott H.; Wikle, Christopher K.
2
2015
Random set modelling of three-dimensional objects in a hierarchical Bayesian context. Zbl 1453.62157
Micheas, Athanasios C.; Wikle, Christopher K.; Larsen, David R.
2
2014
Emulator-assisted reduced-rank ecological data assimilation for nonlinear multivariate dynamical spatio-temporal processes. Zbl 07035561
Leeds, W. B.; Wikle, C. K.; Fiechter, J.
2
2014
An approach for identifying and predicting economic recessions in real-time using time-frequency functional models. Zbl 1286.91106
Holan, Scott H.; Yang, Wen-Hsi; Matteson, David S.; Wikle, Christopher K.
2
2012
Comparison of deep neural networks and deep hierarchical models for spatio-temporal data. Zbl 1426.62362
Wikle, Christopher K.
1
2019
Regionalization of multiscale spatial processes by using a criterion for spatial aggregation error. Zbl 1411.86007
Bradley, Jonathan R.; Wikle, Christopher K.; Holan, Scott H.
1
2017
Hierarchical nonlinear spatio-temporal agent-based models for collective animal movement. Zbl 1388.62345
McDermott, Patrick L.; Wikle, Christopher K.; Millspaugh, Joshua
1
2017
Bayesian binomial mixture models for estimating abundance in ecological monitoring studies. Zbl 1454.62467
Wu, Guohui; Holan, Scott H.; Nilon, Charles H.; Wikle, Christopher K.
1
2015
Modern statistical methods in oceanography: a hierarchical perspective. Zbl 1331.86031
Wikle, Christopher K.; Milliff, Ralph F.; Herbei, Radu; Leeds, William B.
1
2013
Comparison of deep neural networks and deep hierarchical models for spatio-temporal data. Zbl 1426.62362
Wikle, Christopher K.
1
2019
Computationally efficient multivariate spatio-temporal models for high-dimensional count-valued data (with discussion). Zbl 1392.62148
Bradley, Jonathan R.; Holan, Scott H.; Wikle, Christopher K.
3
2018
Regionalization of multiscale spatial processes by using a criterion for spatial aggregation error. Zbl 1411.86007
Bradley, Jonathan R.; Wikle, Christopher K.; Holan, Scott H.
1
2017
Hierarchical nonlinear spatio-temporal agent-based models for collective animal movement. Zbl 1388.62345
McDermott, Patrick L.; Wikle, Christopher K.; Millspaugh, Joshua
1
2017
Bayesian lattice filters for time-varying autoregression and time-frequency analysis. Zbl 1359.62390
Yang, Wen-Hsi; Holan, Scott H.; Wikle, Christopher K.
2
2016
Multivariate spatio-temporal models for high-dimensional areal data with application to longitudinal employer-household dynamics. Zbl 1397.62356
Bradley, Jonathan R.; Holan, Scott H.; Wikle, Christopher K.
8
2015
Small area estimation via multivariate Fay-Herriot models with latent spatial dependence. Zbl 1331.62077
Porter, Aaron T.; Wikle, Christopher K.; Holan, Scott H.
3
2015
Bayesian semiparametric hierarchical empirical likelihood spatial models. Zbl 1326.62079
Porter, Aaron T.; Holan, Scott H.; Wikle, Christopher K.
2
2015
Bayesian binomial mixture models for estimating abundance in ecological monitoring studies. Zbl 1454.62467
Wu, Guohui; Holan, Scott H.; Nilon, Charles H.; Wikle, Christopher K.
1
2015
Random set modelling of three-dimensional objects in a hierarchical Bayesian context. Zbl 1453.62157
Micheas, Athanasios C.; Wikle, Christopher K.; Larsen, David R.
2
2014
Emulator-assisted reduced-rank ecological data assimilation for nonlinear multivariate dynamical spatio-temporal processes. Zbl 07035561
Leeds, W. B.; Wikle, C. K.; Fiechter, J.
2
2014
Hierarchical Bayesian spatio-temporal Conway-Maxwell Poisson models with dynamic dispersion. Zbl 1303.62100
Wu, Guohui; Holan, Scott H.; Wikle, Christopher K.
4
2013
Ecological prediction with nonlinear multivariate time-frequency functional data models. Zbl 1303.62101
Yang, Wen-Hsi; Wikle, Christopher K.; Holan, Scott H.; Wildhaber, Mark L.
3
2013
Modern statistical methods in oceanography: a hierarchical perspective. Zbl 1331.86031
Wikle, Christopher K.; Milliff, Ralph F.; Herbei, Radu; Leeds, William B.
1
2013
An approach for identifying and predicting economic recessions in real-time using time-frequency functional models. Zbl 1286.91106
Holan, Scott H.; Yang, Wen-Hsi; Matteson, David S.; Wikle, Christopher K.
2
2012
Statistics for spatio-temporal data. Zbl 1273.62017
Cressie, Noel; Wikle, Christopher K.
162
2011
Assessing first-order emulator inference for physical parameters in nonlinear mechanistic models. Zbl 1306.62290
Hooten, Mevin B.; Leeds, William B.; Fiechter, Jerome; Wikle, Christopher K.
8
2011
Polynomial nonlinear spatio-temporal integro-difference equation models. Zbl 1294.62225
Wikle, Christopher K.; Holan, Scott H.
6
2011
A general science-based framework for dynamical spatio-temporal models. Zbl 1203.37141
Wikle, Christopher K.; Hooten, Mevin B.
24
2010
Modeling complex phenotypes: generalized linear models using spectrogram predictors of animal communication signals. Zbl 1202.62153
Holan, Scott H.; Wikle, Christopher K.; Sullivan-Beckers, Laura E.; Cocroft, Reginald B.
8
2010
Statistical agent-based models for discrete spatio-temporal systems. Zbl 1397.62364
Hooten, Mevin B.; Wikle, Christopher K.
6
2010
A Bayesian hierarchical nonoverlapping random disc growth model. Zbl 1388.62045
Micheas, Athanasios C.; Wikle, Christopher K.
4
2009
Bayesian IRT models incorporating general and specific abilities. Zbl 1275.62039
Sheng, Yanyan; Wikle, Christopher K.
3
2009
Interpolating fields of carbon monoxide data using a hybrid statistical-physical model. Zbl 1168.62396
Malmberg, Anders; Arellano, Avelino; Edwards, David P.; Flyer, Natasha; Nychka, Doug; Wikle, Christopher
4
2008
A Bayesian tutorial for data assimilation. Zbl 1113.62032
Wikle, Christopher K.; Berliner, L. Mark
18
2007
Estimation of parameterized spatio-temporal dynamic models. Zbl 1102.62104
Xu, Ke; Wikle, Christopher K.
12
2007
Hierarchical spatiotemporal matrix models for characterizing invasions. Zbl 1134.62082
Hooten, Mevin B.; Wikle, Christopher K.; Dorazio, Robert M.; Royle, J. Andrew
7
2007
Approximate importance sampling Monte Carlo for data assimilation. Zbl 1113.62028
Berliner, L. Mark; Wikle, Christopher K.
4
2007
A kernel-based spatio-temporal dynamical model for nowcasting weather radar reflectivities. Zbl 1117.62448
Xu, Ke; Wikle, Christopher K.; Fox, Neil I.
21
2005
Space-time modelling of Sydney Harbour winds. Zbl 1108.62125
Cripps, Edward; Nott, David; Dunsmuir, William T. M.; Wikle, Christopher
3
2005
Hierarchical models in environmental science. Zbl 1114.62367
Wikle, Christopher K.
16
2003
Multiresolution models for nonstationary spatial covariance functions. Zbl 1195.62146
Nychka, Douglas; Wikle, Christopher; Royle, J. Andrew
30
2002
A kernel-based spectral model for non-Gaussian spatio-temporal processes. Zbl 1195.62147
Wikle, Christopher K.
13
2002
Spatiotemporal hierarchical Bayesian modeling: Tropical ocean surface winds. Zbl 1022.62117
Wikle, Christopher K.; Milliff, Ralph F.; Nychka, Doug; Berliner, L. Mark
48
2001
A dimension-reduced approach to space-time Kalman filtering. Zbl 0942.62114
Wikle, Christopher K.; Cressie, Noel
61
1999
A hierarchical spatial model for constructing wind fields from scatterometer data in the Labrador Sea. Zbl 0921.62123
Royle, J. A.; Berliner, L. M.; Wikle, C. K.; Milliff, R.
7
1999
Bayesian methods in the atmospheric sciences. (With discussion). Zbl 0973.62018
Berliner, L. Mark; Royle, J. Andrew; Wikle, Christopher K.; Milliff, Ralph F.
5
1999
Multiresolution wavelet analysis in hierarchical Bayesian turbulence models. Zbl 0957.76020
Berliner, L. M.; Wikle, C. K.; Milliff, R. F.
5
1999
The variance-based cross-variogram: You can add apples and oranges. Zbl 0970.86010
Cressie, Noel; Wikle, Christopher K.
7
1998
all top 5

Cited by 714 Authors

30 Wikle, Christopher K.
15 Cressie, Noel A. C.
15 Holan, Scott H.
11 Hooten, Mevin B.
8 Banerjee, Sudipto
8 Bradley, Jonathan R.
7 Hanks, Ephraim M.
7 Micheas, Athanasios Christou
7 Ruiz-Medina, María Dolores
6 Berliner, L. Mark
6 Genton, Marc G.
6 Ma, Chunsheng
5 Finley, Andrew O.
5 Gelfand, Alan Enoch
5 Lindgren, Finn
5 Shi, Tao
5 Soubeyrand, Samuel
4 Angulo, José Miguel
4 Fuentes, Montserrat
4 Heaton, Matthew J.
4 Katzfuss, Matthias
4 Majda, Andrew J.
4 Mateu, Jorge
4 Rue, Håvard
4 Sansó, Bruno
4 Stein, Michael L.
3 Anitescu, Mihai
3 Bolin, David
3 Brynjarsdóttir, Jenný
3 Calder, Catherine A.
3 Gamerman, Dani
3 Guhaniyogi, Rajarshi
3 Guttorp, Peter
3 Herbei, Radu
3 Huser, Raphaël
3 Johnson, Devin S.
3 Jun, Mikyoung
3 Knight, Marina I.
3 Kottas, Athanasios
3 Mangion, Andrew Zammit
3 Nychka, Douglas W.
3 Porcu, Emilio
3 Rao, Tata Subba
3 Rivaz, Firoozeh
3 Royle, J. Andrew
3 Schmidt, Alexandra Mello
2 Bakar, K. Shuvo
2 Benth, Fred Espen
2 Berrett, Candace
2 Bessac, Julie
2 Caragea, Petruţa C.
2 Chassaing, Jean-Camille
2 Clark, James S.
2 Craigmile, Peter F.
2 Datta, Abhirup
2 Davis, Seth J.
2 Dey, Rima
2 Du, Juan
2 Fernández-Pascual, Rosaura
2 Ferreira, Guillermo P.
2 Finazzi, Francesco
2 Furrer, Reinhard
2 Gladish, Daniel W.
2 Hammerling, Dorit
2 Haran, Murali
2 Hargreaves, Jessica K.
2 Hering, Amanda S.
2 Ito, Tsubasa
2 Jeong, Jaehong
2 Kalagnanam, Jayant R.
2 Kang, Emily L.
2 Khaledi, Majid Jafari
2 King, Ruth
2 Kleiber, William
2 Kokoszka, Piotr S.
2 Kubokawa, Tatsuya
2 Künsch, Hans Rudolf
2 Langrock, Roland
2 Leeds, William B.
2 Liu, Xiao
2 Matsuo, Tomoko
2 Matteucci, Mariagiulia
2 McElroy, Tucker S.
2 Mons, Vincent
2 Morris, Jeffrey S.
2 Nychka, Doug
2 Oakenfull, Rachael J.
2 Oliver, Dean S.
2 Paul, Debashis
2 Pitchford, Jon W.
2 Porter, Aaron T.
2 Reich, Brian James
2 Ren, Qian
2 Richardson, Robert
2 Roques, Lionel J.
2 Sagaut, Pierre
2 Salmeron, Roman
2 Šaltytė-Benth, Jūratė
2 Sang, Huiyan
2 Särkkä, Aila
...and 614 more Authors
all top 5

Cited in 84 Serials

36 Journal of Agricultural, Biological, and Environmental Statistics
25 The Annals of Applied Statistics
22 Journal of the American Statistical Association
18 Computational Statistics and Data Analysis
13 Journal of Statistical Planning and Inference
11 Biometrics
11 Statistical Science
9 Journal of Statistical Computation and Simulation
9 Journal of Applied Statistics
8 Journal of Multivariate Analysis
8 Stochastic Environmental Research and Risk Assessment
8 Statistical Methods and Applications
8 Mathematical Geosciences
7 Journal of Time Series Analysis
7 Test
7 Statistics and Computing
6 Physica D
6 Journal of the Royal Statistical Society. Series B. Statistical Methodology
6 Statistical Modelling
5 Bayesian Analysis
5 SIAM/ASA Journal on Uncertainty Quantification
4 Journal of Computational Physics
4 Scandinavian Journal of Statistics
4 Statistical Methodology
4 Electronic Journal of Statistics
3 The Canadian Journal of Statistics
3 The Annals of Statistics
3 International Statistical Review
3 Statistics & Probability Letters
3 Computational Statistics
3 Journal of the Royal Statistical Society. Series C. Applied Statistics
3 Brazilian Journal of Probability and Statistics
3 North American Actuarial Journal
3 Journal of Statistical Theory and Practice
3 AStA. Advances in Statistical Analysis
3 Japanese Journal of Statistics and Data Science
2 Journal of Fluid Mechanics
2 Journal of Mathematical Biology
2 Statistics
2 Applied Mathematical Modelling
2 Communications in Statistics. Theory and Methods
2 European Journal of Operational Research
2 Bernoulli
2 Methodology and Computing in Applied Probability
2 Statistical Analysis and Data Mining
1 International Journal of Modern Physics B
1 Advances in Applied Probability
1 Computers and Fluids
1 Computer Methods in Applied Mechanics and Engineering
1 International Journal of Control
1 International Journal of Engineering Science
1 International Journal for Numerical Methods in Fluids
1 Bulletin of Mathematical Biology
1 Journal of Econometrics
1 Theoretical Population Biology
1 Insurance Mathematics & Economics
1 Stochastic Analysis and Applications
1 Machine Learning
1 Neural Computation
1 International Journal of Adaptive Control and Signal Processing
1 M\(^3\)AS. Mathematical Models & Methods in Applied Sciences
1 Communications in Statistics. Simulation and Computation
1 Proceedings of the National Academy of Sciences of the United States of America
1 SIAM Review
1 Mathematical Programming. Series A. Series B
1 Revista Matemática Complutense
1 Statistical Inference for Stochastic Processes
1 Computational Geosciences
1 Applied Stochastic Models in Business and Industry
1 Discrete and Continuous Dynamical Systems. Series B
1 Stochastic Models
1 Multiscale Modeling & Simulation
1 Stochastics
1 Journal of Biological Dynamics
1 Journal of Physics A: Mathematical and Theoretical
1 SIAM Journal on Financial Mathematics
1 Statistics Surveys
1 Science China. Mathematics
1 Sankhyā. Series B
1 Chilean Journal of Statistics
1 Decision Analysis
1 ISRN Applied Mathematics
1 Journal of Theoretical Biology
1 Cogent Mathematics

Citations by Year