Probabilistic Crop Yields Forecasts With Spatio-Temporal Conditional Copula Using Extreme Weather Covariates
Fuente:
arXiv
Saved in:
| Main Authors: | Michaelides, Marie, Mailhot, Mélina, Li, Yongkun |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Amortized Bayesian Inference for Spatio-Temporal Extremes: A Copula Factor Model with Autoregression
by: Pasquier, Carlos A., et al.
Published: (2025)
by: Pasquier, Carlos A., et al.
Published: (2025)
Flexible extreme thresholds through generalised Bayesian model averaging
by: Jessup, Sébastien, et al.
Published: (2025)
by: Jessup, Sébastien, et al.
Published: (2025)
How to Compare Copula Forecasts?
by: Fissler, Tobias, et al.
Published: (2024)
by: Fissler, Tobias, et al.
Published: (2024)
Matrix Autoregressive Model with Vector Time Series Covariates for Spatio-Temporal Data
by: Sun, Hu, et al.
Published: (2023)
by: Sun, Hu, et al.
Published: (2023)
Intrinsic Random Functions and Parametric Covariance Models of Spatio-Temporal Random Processes on the Sphere
by: Kim, Jongwook, et al.
Published: (2025)
by: Kim, Jongwook, et al.
Published: (2025)
Modeling Spatio-temporal Extremes via Conditional Variational Autoencoders
by: Ma, Xiaoyu, et al.
Published: (2025)
by: Ma, Xiaoyu, et al.
Published: (2025)
Parametric estimation of conditional Archimedean copula generators for censored data
by: Michaelides, Marie, et al.
Published: (2024)
by: Michaelides, Marie, et al.
Published: (2024)
Bootstrap-based Inference for Bivariate Heteroscedastic Extremes with a Changing Tail Copula
by: Hu, Yifan, et al.
Published: (2024)
by: Hu, Yifan, et al.
Published: (2024)
A Bayesian INLA-SPDE Approach to Spatio-Temporal Point-Grid Fusion with Change-of-Support and Misaligned Covariates
by: Zheng, Weiyue, et al.
Published: (2025)
by: Zheng, Weiyue, et al.
Published: (2025)
A non-parametric estimator for Archimedean copulas under flexible censoring scenarios and an application to claims reserving
by: Michaelides, Marie, et al.
Published: (2024)
by: Michaelides, Marie, et al.
Published: (2024)
Testing Copula Hypothesis with Copula Entropy
by: Ma, Jian
Published: (2025)
by: Ma, Jian
Published: (2025)
Generating Synthetic Rainfall Fields by R-vine Copulas Applied to Seamless Probabilistic Predictions
by: Schaumann, Peter, et al.
Published: (2024)
by: Schaumann, Peter, et al.
Published: (2024)
Probabilistic Rainfall Downscaling: Joint Generalized Neural Models with Censored Spatial Gaussian Copula
by: Huk, David, et al.
Published: (2023)
by: Huk, David, et al.
Published: (2023)
Bayesian Nonparametric Modeling for Multivariate Conditional Copula Regression with Varying Coefficients
by: Jeong, Yujin, et al.
Published: (2026)
by: Jeong, Yujin, et al.
Published: (2026)
Gradient-Boosted Generalized Linear Models for Conditional Vine Copulas
by: Jobst, David, et al.
Published: (2024)
by: Jobst, David, et al.
Published: (2024)
Covariate Shift Corrected Conditional Randomization Test
by: Xu, Bowen, et al.
Published: (2024)
by: Xu, Bowen, et al.
Published: (2024)
Conditional Copula models using loss-based Bayesian Additive Regression Trees
by: Basu, Tathagata, et al.
Published: (2025)
by: Basu, Tathagata, et al.
Published: (2025)
Nonlinear Probabilistic Forecast Reconciliation
by: Biswas, Anubhab, et al.
Published: (2026)
by: Biswas, Anubhab, et al.
Published: (2026)
Non-stationary Spatio-Temporal Modeling Using the Stochastic Advection-Diffusion Equation
by: Berild, Martin Outzen, et al.
Published: (2024)
by: Berild, Martin Outzen, et al.
Published: (2024)
Robust Spatio-Temporal Distributional Regression
by: Momozaki, Tomotaka, et al.
Published: (2025)
by: Momozaki, Tomotaka, et al.
Published: (2025)
Mapping Urban Air Quality from Mobile Sensors Using Spatio-Temporal Geostatistics
by: Idir, Yacine Mohamed, et al.
Published: (2025)
by: Idir, Yacine Mohamed, et al.
Published: (2025)
Nonparametric Estimation of Conditional Survival Function with Time-Varying Covariates Using DeepONet
by: Hu, Bingqing, et al.
Published: (2025)
by: Hu, Bingqing, et al.
Published: (2025)
Bayesian Copula Density Estimation Using Bernstein Yett-Uniform Priors
by: Kuschinski, Nicolás, et al.
Published: (2024)
by: Kuschinski, Nicolás, et al.
Published: (2024)
Copula Approximate Bayesian Computation Using Distribution Random Forests
by: Karabatsos, George
Published: (2024)
by: Karabatsos, George
Published: (2024)
Regression Copulas for Multivariate Responses
by: Klein, Nadja, et al.
Published: (2024)
by: Klein, Nadja, et al.
Published: (2024)
Composite Dyadic Models for Spatio-Temporal Data
by: Schwob, Michael R, et al.
Published: (2023)
by: Schwob, Michael R, et al.
Published: (2023)
Minimum Copula Divergence for Robust Estimation
by: Eguchi, Shinto, et al.
Published: (2025)
by: Eguchi, Shinto, et al.
Published: (2025)
Matrix-Variate Regression Model for Multivariate Spatio-Temporal Data
by: Diniz, Carlos A. Ribeiro, et al.
Published: (2025)
by: Diniz, Carlos A. Ribeiro, et al.
Published: (2025)
A New Spatio-Temporal Model Exploiting Hamiltonian Equations
by: Mazumder, Satyaki, et al.
Published: (2022)
by: Mazumder, Satyaki, et al.
Published: (2022)
Flexible and Scalable Bayesian Modelling of Spatio-Temporal Hawkes Processes
by: Liu, Wenqing, et al.
Published: (2026)
by: Liu, Wenqing, et al.
Published: (2026)
Estimating Heterogeneous Treatment Effects for Spatio-Temporal Causal Inference
by: Zhou, Lingxiao, et al.
Published: (2024)
by: Zhou, Lingxiao, et al.
Published: (2024)
Correcting Conditional Mean Imputation for Censored Covariates and Improving Usability
by: Lotspeich, Sarah C., et al.
Published: (2021)
by: Lotspeich, Sarah C., et al.
Published: (2021)
A Structured Estimator for large Covariance Matrices in the Presence of Pairwise and Spatial Covariates
by: Metodiev, Martin, et al.
Published: (2024)
by: Metodiev, Martin, et al.
Published: (2024)
Testing the Exogeneity of Instrumental Variables and Regressors in Linear Regression Models Using Copulas
by: Emadi, Seyed Morteza
Published: (2024)
by: Emadi, Seyed Morteza
Published: (2024)
STACI: Spatio-Temporal Aleatoric Conformal Inference
by: Feng, Brandon R., et al.
Published: (2025)
by: Feng, Brandon R., et al.
Published: (2025)
Efficient Inference for Covariate-adjusted Bradley-Terry Model with Covariate Shift
by: Li, Xiudi, et al.
Published: (2025)
by: Li, Xiudi, et al.
Published: (2025)
Conditional Extremes with Graphical Models
by: Farrell, Aiden, et al.
Published: (2024)
by: Farrell, Aiden, et al.
Published: (2024)
On Asymptotic Outlier Rejection in Bayesian Mixed Poisson Regression Models Under Extreme Target and Covariate Values
by: Pia, Ilaria, et al.
Published: (2026)
by: Pia, Ilaria, et al.
Published: (2026)
Cross-Temporal Forecast Reconciliation at Digital Platforms with Machine Learning
by: Rombouts, Jeroen, et al.
Published: (2024)
by: Rombouts, Jeroen, et al.
Published: (2024)
Multivariate Spatio-temporal Modelling for Completing Cancer Registries and Forecasting Incidence
by: Retegui, Garazi, et al.
Published: (2025)
by: Retegui, Garazi, et al.
Published: (2025)
Similar Items
-
Amortized Bayesian Inference for Spatio-Temporal Extremes: A Copula Factor Model with Autoregression
by: Pasquier, Carlos A., et al.
Published: (2025) -
Flexible extreme thresholds through generalised Bayesian model averaging
by: Jessup, Sébastien, et al.
Published: (2025) -
How to Compare Copula Forecasts?
by: Fissler, Tobias, et al.
Published: (2024) -
Matrix Autoregressive Model with Vector Time Series Covariates for Spatio-Temporal Data
by: Sun, Hu, et al.
Published: (2023) -
Intrinsic Random Functions and Parametric Covariance Models of Spatio-Temporal Random Processes on the Sphere
by: Kim, Jongwook, et al.
Published: (2025)