Topics tagged gaussian-process

Topic	Replies	Views	Activity
Hilbert space Gaussian process for multiple time series Modeling techniques , specification , gaussian-process	10	173	November 14, 2024
diagSPD for Matérn GP kernels other than 3/2 Modeling techniques , specification , gaussian-process	10	124	October 29, 2024
Spatial Interdependence and Posterior Predictions in a Gaussian Process model brms techniques , gaussian-process , posterior-predictive , spatial	5	110	August 30, 2024
Grid based gaussian process speedup Modeling gaussian-process	10	1249	July 1, 2024
Generating quantities from Gaussian processes Developers gaussian-process	2	277	March 28, 2024
Adding multiple multilevel terms and control for areal/genetic bias - everything everywhere all at once? Modeling specification , performance , cmdstanr , gaussian-process , hierarchical-model	4	423	March 25, 2024
Scalable Gaussian process inference Publicity gaussian-process	27	2225	March 25, 2024
GP Docs - Predictive Inference for Gaussian Processes Proposals Developers gaussian-process , docu	6	829	February 5, 2024
Modelling a timeseries as a 2D field including AR1 noise and smooth seasonal cycle and trend (new to bayes and stan) Modeling fitting-issues , specification , cmdstanpy , gaussian-process , autoregressive-model	2	382	August 2, 2023
Bayesian kernel machine regression in Stan Modeling rstan , techniques , gaussian-process , brms	22	2049	July 19, 2023
Are exponential GP kernels easier to fit than exp_quad? Modeling specification , gaussian-process , priors	1	460	July 3, 2023
Evaluating a brms model with a Gaussian Process brms techniques , ecology , gaussian-process , visualisation	5	1218	June 14, 2023
Lower bound in parameter vector causes GP to have nan values Modeling pystan , gaussian-process	0	318	February 9, 2023
Gaussian processes in Stan: all the transitions of one chain hit maximum treedepth, but none in the other chains Modeling cmdstanr , gaussian-process , max_treedepth	3	592	January 17, 2023
Validating hierarchical GP with SBC Modeling fitting-issues , gaussian-process , simulation-based-calibration	3	610	January 3, 2023
Hilbert space approximate GP prior: why use de-meaned basis functions (PHI)? Modeling techniques , gaussian-process	14	1663	October 13, 2022
Variable selection with CAR (conditional autoregressive) component using the projpred package Developers gaussian-process , projpred , brms	9	584	October 2, 2022
Derivative of Gaussian Process Modeling gaussian-process	17	2734	August 3, 2022
Pre-computation of distance matrix in Gaussian Process? Modeling gaussian-process	4	892	July 15, 2022
Comparing priors for beta distribution in a gaussian process model Modeling prior-choice , gaussian-process	2	928	March 27, 2022
Using 2D Gaussian process predictions within model Modeling gaussian-process	11	2296	February 18, 2022
Gaussian Process with Dot-Product Covariance Modeling specification , cmdstanr , gaussian-process	0	795	February 10, 2022
Hierarchical spatial GP with uneven sampling coordinates Modeling rstan , techniques , gaussian-process	2	1299	February 8, 2022
Identifiability of Simple Gaussian Process Modeling fitting-issues , gaussian-process , reparametrization	13	1841	February 4, 2022
Simulation-based validation of sampling designs and prediction models for environmental monitoring Publicity gaussian-process , multivariate-normal	0	486	January 24, 2022
Gaussian Process with Binomial Likelihood General gaussian-process	6	1343	January 20, 2022
Latent Gaussian processes for repeated measures Modeling rstan , techniques , specification , gaussian-process , brms	5	1683	January 10, 2022
Mosaic plot for bivariate gaussian process General gaussian-process	0	525	January 3, 2022
Partially-fixed Gaussian-process prior for varying slopes model: HMC not progressing Modeling rstan , fitting-issues , gaussian-process , time-series	2	1155	December 30, 2021
Using gaussian process model to generate new realizations for sensitivity analysis Modeling gaussian-process	0	479	November 16, 2021