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Katzfuss, Matthias
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Online (90)
Mediatypes
Articles (Online) (39)
OpenAccess-fulltext (51)
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1
Functional analysis of variance (ANOVA) for carbon flux est..:
Hobbs, Jonathan
;
Katzfuss, Matthias
;
Nguyen, Hai
..
Geoscientific Model Development. 17 (2024) 3 - p. 1133-1151 , 2024
Link:
https://doi.org/10.5194/..
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2
Phenomic data-driven biological prediction of maize through..:
Adak, Alper
;
Kang, Myeongjong
;
Anderson, Steven L
...
Journal of Experimental Botany. 74 (2023) 17 - p. 5307-5326 , 2023
Link:
https://doi.org/10.1093/..
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3
Correlation-based sparse inverse Cholesky factorization for..:
Kang, Myeongjong
;
Katzfuss, Matthias
Statistics and Computing. 33 (2023) 3 - p. , 2023
Link:
https://doi.org/10.1007/..
?
4
Locally Anisotropic Nonstationary Covariance Functions on t..:
Cao, Jian
;
ZHANG, Jingjie
;
SUN, Zhuoer
.
Journal of Agricultural, Biological and Environmental Statistics. 29 (2023) 2 - p. 212-231 , 2023
Link:
https://doi.org/10.1007/..
?
5
Bayesian Nonparametric Generative Modeling of Large Multiva..:
Wiemann, Paul F. V.
;
Katzfuss, Matthias
Journal of Agricultural, Biological and Environmental Statistics. 28 (2023) 4 - p. 597-617 , 2023
Link:
https://doi.org/10.1007/..
?
6
Scalable Bayesian Transport Maps for High-Dimensional Non-G..:
Katzfuss, Matthias
;
Schäfer, Florian
Journal of the American Statistical Association. 119 (2023) 546 - p. 1409-1423 , 2023
Link:
https://doi.org/10.1080/..
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7
Ordered conditional approximation of Potts models:
Chakraborty, Anirban
;
Katzfuss, Matthias
;
Guinness, Joseph
Spatial Statistics. 52 (2022) - p. 100708 , 2022
Link:
https://doi.org/10.1016/..
?
8
Hierarchical sparse Cholesky decomposition with application..:
Jurek, Marcin
;
Katzfuss, Matthias
Statistics and Computing. 32 (2022) 1 - p. , 2022
Link:
https://doi.org/10.1007/..
?
9
Scaled Vecchia Approximation for Fast Computer-Model Emulat..:
Katzfuss, Matthias
;
Guinness, Joseph
;
Lawrence, Earl
SIAM/ASA Journal on Uncertainty Quantification. 10 (2022) 2 - p. 537-554 , 2022
Link:
https://doi.org/10.1137/..
?
10
Spatial Surface Reflectance Retrievals for Visible/Shortwav..:
Zilber, Daniel
;
Thompson, David R.
;
Katzfuss, Matthias
...
Remote Sensing. 14 (2022) 9 - p. 2183 , 2022
Link:
https://doi.org/10.3390/..
?
11
Multi-Scale Vecchia Approximations of Gaussian Processes:
Zhang, Jingjie
;
Katzfuss, Matthias
Journal of Agricultural, Biological and Environmental Statistics. 27 (2022) 3 - p. 440-460 , 2022
Link:
https://doi.org/10.1007/..
?
12
Scalable spatio‐temporal smoothing via hierarchical sparse ..:
Jurek, Marcin
;
Katzfuss, Matthias
Environmetrics. 34 (2022) 1 - p. , 2022
Link:
https://doi.org/10.1002/..
?
13
High-Dimensional Nonlinear Spatio-Temporal Filtering by Com..:
Chakraborty, Anirban
;
Katzfuss, Matthias
Journal of Data Science. , 2022
Link:
https://doi.org/10.6339/..
?
14
Spatial Retrievals of Atmospheric Carbon Dioxide from Satel..:
Hobbs, Jonathan
;
Katzfuss, Matthias
;
Zilber, Daniel
...
Remote Sensing. 13 (2021) 4 - p. 571 , 2021
Link:
https://doi.org/10.3390/..
?
15
Vecchia–Laplace approximations of generalized Gaussian proc..:
Zilber, Daniel
;
Katzfuss, Matthias
Computational Statistics & Data Analysis. 153 (2021) - p. 107081 , 2021
Link:
https://doi.org/10.1016/..
1-15