|
Formulating a hierarchical multivariate Gaussian process using the Hilbert space approximation
|
|
8
|
211
|
February 7, 2025
|
|
Estimating fitted values from hierarchical Gaussian process model
|
|
0
|
60
|
January 9, 2025
|
|
Convergence problems in Hilbert space Gaussian process with ID effect
|
|
4
|
103
|
January 7, 2025
|
|
Hypothesis-testing for gaussian process
|
|
4
|
163
|
December 24, 2024
|
|
Nonnegative Gaussian Process Regression
|
|
5
|
134
|
December 21, 2024
|
|
How does one do predictive inference with the sum of gaussian processes?
|
|
6
|
109
|
December 11, 2024
|
|
Gaussian Process out-of-sample predictive distribution
|
|
21
|
2119
|
December 6, 2024
|
|
Hilbert space Gaussian process for multiple time series
|
|
10
|
280
|
November 14, 2024
|
|
diagSPD for Matérn GP kernels other than 3/2
|
|
10
|
155
|
October 29, 2024
|
|
Spatial Interdependence and Posterior Predictions in a Gaussian Process model
|
|
5
|
118
|
August 30, 2024
|
|
Grid based gaussian process speedup
|
|
10
|
1305
|
July 1, 2024
|
|
Generating quantities from Gaussian processes
|
|
2
|
279
|
March 28, 2024
|
|
Adding multiple multilevel terms and control for areal/genetic bias - everything everywhere all at once?
|
|
4
|
424
|
March 25, 2024
|
|
Scalable Gaussian process inference
|
|
27
|
2311
|
March 25, 2024
|
|
GP Docs - Predictive Inference for Gaussian Processes Proposals
|
|
6
|
845
|
February 5, 2024
|
|
Modelling a timeseries as a 2D field including AR1 noise and smooth seasonal cycle and trend (new to bayes and stan)
|
|
2
|
386
|
August 2, 2023
|
|
Bayesian kernel machine regression in Stan
|
|
22
|
2135
|
July 19, 2023
|
|
Are exponential GP kernels easier to fit than exp_quad?
|
|
1
|
471
|
July 3, 2023
|
|
Evaluating a brms model with a Gaussian Process
|
|
5
|
1347
|
June 14, 2023
|
|
Lower bound in parameter vector causes GP to have nan values
|
|
0
|
318
|
February 9, 2023
|
|
Gaussian processes in Stan: all the transitions of one chain hit maximum treedepth, but none in the other chains
|
|
3
|
611
|
January 17, 2023
|
|
Validating hierarchical GP with SBC
|
|
3
|
615
|
January 3, 2023
|
|
Hilbert space approximate GP prior: why use de-meaned basis functions (PHI)?
|
|
14
|
1689
|
October 13, 2022
|
|
Variable selection with CAR (conditional autoregressive) component using the projpred package
|
|
9
|
592
|
October 2, 2022
|
|
Derivative of Gaussian Process
|
|
17
|
2797
|
August 3, 2022
|
|
Pre-computation of distance matrix in Gaussian Process?
|
|
4
|
911
|
July 15, 2022
|
|
Comparing priors for beta distribution in a gaussian process model
|
|
2
|
940
|
March 27, 2022
|
|
Using 2D Gaussian process predictions within model
|
|
11
|
2415
|
February 18, 2022
|
|
Gaussian Process with Dot-Product Covariance
|
|
0
|
809
|
February 10, 2022
|
|
Hierarchical spatial GP with uneven sampling coordinates
|
|
2
|
1301
|
February 8, 2022
|