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Formulating a hierarchical multivariate Gaussian process using the Hilbert space approximation
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8
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195
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February 7, 2025
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Estimating fitted values from hierarchical Gaussian process model
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0
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57
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January 9, 2025
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Convergence problems in Hilbert space Gaussian process with ID effect
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4
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98
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January 7, 2025
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Hypothesis-testing for gaussian process
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4
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148
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December 24, 2024
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Nonnegative Gaussian Process Regression
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5
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128
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December 21, 2024
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How does one do predictive inference with the sum of gaussian processes?
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6
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108
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December 11, 2024
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Gaussian Process out-of-sample predictive distribution
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21
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2099
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December 6, 2024
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Hilbert space Gaussian process for multiple time series
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10
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258
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November 14, 2024
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diagSPD for Matérn GP kernels other than 3/2
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10
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150
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October 29, 2024
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Spatial Interdependence and Posterior Predictions in a Gaussian Process model
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5
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115
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August 30, 2024
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Grid based gaussian process speedup
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10
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1287
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July 1, 2024
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Generating quantities from Gaussian processes
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2
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279
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March 28, 2024
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Adding multiple multilevel terms and control for areal/genetic bias - everything everywhere all at once?
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4
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423
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March 25, 2024
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Scalable Gaussian process inference
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27
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2283
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March 25, 2024
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GP Docs - Predictive Inference for Gaussian Processes Proposals
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6
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841
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February 5, 2024
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Modelling a timeseries as a 2D field including AR1 noise and smooth seasonal cycle and trend (new to bayes and stan)
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2
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386
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August 2, 2023
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Bayesian kernel machine regression in Stan
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22
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2125
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July 19, 2023
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Are exponential GP kernels easier to fit than exp_quad?
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1
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469
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July 3, 2023
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Evaluating a brms model with a Gaussian Process
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5
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1320
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June 14, 2023
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Lower bound in parameter vector causes GP to have nan values
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0
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318
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February 9, 2023
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Gaussian processes in Stan: all the transitions of one chain hit maximum treedepth, but none in the other chains
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3
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606
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January 17, 2023
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Validating hierarchical GP with SBC
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3
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614
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January 3, 2023
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Hilbert space approximate GP prior: why use de-meaned basis functions (PHI)?
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14
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1674
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October 13, 2022
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Variable selection with CAR (conditional autoregressive) component using the projpred package
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9
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590
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October 2, 2022
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Derivative of Gaussian Process
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17
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2783
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August 3, 2022
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Pre-computation of distance matrix in Gaussian Process?
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4
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907
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July 15, 2022
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Comparing priors for beta distribution in a gaussian process model
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2
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938
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March 27, 2022
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Using 2D Gaussian process predictions within model
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11
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2396
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February 18, 2022
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Gaussian Process with Dot-Product Covariance
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0
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807
|
February 10, 2022
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Hierarchical spatial GP with uneven sampling coordinates
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2
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1301
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February 8, 2022
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