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Christopher K. Wikle

Identifiers

  • name variant Christopher K. Wikle 0.60 · backfill

Papers (27)

  1. Accounting for variable detection functions in temporal abundance modeling via transfer learning stat.AP · 2026 · author #4
  2. Comparison of Deep Neural Networks and Deep Hierarchical Models for Spatio-Temporal Data stat.ML · 2019 · author #1
  3. Spatio-Temporal Models for Big Multinomial Data using the Conditional Multivariate Logit-Beta Distribution stat.ME · 2018 · author #2
  4. A Hierarchical Spatio-Temporal Statistical Model Motivated by Glaciology stat.ME · 2018 · author #3
  5. Deep Echo State Networks with Uncertainty Quantification for Spatio-Temporal Forecasting stat.ML · 2018 · author #2
  6. Bayesian Recurrent Neural Network Models for Forecasting and Quantifying Uncertainty in Spatial-Temporal Data stat.ME · 2017 · author #2
  7. An Ensemble Quadratic Echo State Network for Nonlinear Spatio-Temporal Forecasting stat.ML · 2017 · author #2
  8. Ensemble Kalman methods for high-dimensional hierarchical dynamic space-time models stat.ME · 2017 · author #3
  9. Bayesian Hierarchical Models with Conjugate Full-Conditional Distributions for Dependent Data from the Natural Exponential Family stat.ME · 2017 · author #3
  10. A Hierarchical Spatio-Temporal Analog Forecasting Model for Count Data stat.ME · 2017 · author #2
  11. A Bayesian adaptive ensemble Kalman filter for sequential state and parameter estimation stat.ME · 2016 · author #3
  12. Computationally Efficient Distribution Theory for Bayesian Inference of High-Dimensional Dependent Count-Valued Data stat.ME · 2015 · author #3
  13. Spatio-Temporal Change of Support with Application to American Community Survey Multi-Year Period Estimates stat.ME · 2015 · author #2
  14. Generating Partially Synthetic Geocoded Public Use Data with Decreased Disclosure Risk Using Differential Smoothing stat.ME · 2015 · author #3
  15. A Model-Based Approach for Analog Spatio-Temporal Dynamic Forecasting stat.ME · 2015 · author #2
  16. Bayesian binomial mixture models for estimating abundance in ecological monitoring studies stat.AP · 2015 · author #4
  17. Multivariate spatio-temporal models for high-dimensional areal data with application to Longitudinal Employer-Household Dynamics stat.ME · 2015 · author #3
  18. Regionalization of Multiscale Spatial Processes using a Criterion for Spatial Aggregation Error stat.ME · 2015 · author #2
  19. Bayesian Lattice Filters for Time-Varying Autoregression and Time-Frequency Analysis stat.ME · 2014 · author #3
  20. Bayesian Marked Point Process Modeling for Generating Fully Synthetic Public Use Data with Point-Referenced Geography stat.ME · 2014 · author #3
  21. Mixed Effects Modeling for Areal Data that Exhibit Multivariate-Spatio-Temporal Dependencies stat.ME · 2014 · author #3
  22. Bayesian Spatial Change of Support for Count-Valued Survey Data stat.AP · 2014 · author #2
  23. Bayesian Semiparametric Hierarchical Empirical Likelihood Spatial Models stat.ME · 2014 · author #3
  24. Modern Statistical Methods in Oceanography: A Hierarchical Perspective stat.ME · 2013 · author #1
  25. Small Area Estimation via Multivariate Fay-Herriot Models with Latent Spatial Dependence stat.ME · 2013 · author #2
  26. Spatial Fay-Herriot Models for Small Area Estimation with Functional Covariates stat.ME · 2013 · author #3
  27. Semiparametric Bivariate Zero-Inflated Poisson Models with Application to Studies of Abundance for Multiple Species stat.ME · 2011 · author #3

Mentions

  • 1508.01451 #2 · backfill · confidence 0.70 Christopher K. Wikle
  • 1507.05529 #3 · backfill · confidence 0.70 Christopher K. Wikle
  • 1506.06169 #2 · backfill · confidence 0.70 Christopher K. Wikle
  • 1505.02590 #4 · backfill · confidence 0.70 Christopher K. Wikle
  • 1503.00982 #3 · backfill · confidence 0.70 Christopher K. Wikle
  • 1502.01974 #2 · backfill · confidence 0.70 Christopher K. Wikle
  • 1408.2757 #3 · backfill · confidence 0.70 Christopher K. Wikle
  • 1407.7795 #3 · backfill · confidence 0.70 Christopher K. Wikle
  • 1407.7479 #3 · backfill · confidence 0.70 Christopher K. Wikle
  • 1405.7227 #2 · backfill · confidence 0.70 Christopher K. Wikle
  • 1405.3880 #3 · backfill · confidence 0.70 Christopher K. Wikle
  • 1312.5904 #1 · backfill · confidence 0.70 Christopher K. Wikle
  • 1310.7211 #2 · backfill · confidence 0.70 Christopher K. Wikle
  • 1303.6668 #3 · backfill · confidence 0.70 Christopher K. Wikle
  • 1105.3169 #3 · backfill · confidence 0.70 Christopher K. Wikle

Frequent Coauthors