Hi all, I am trying to solve a biological problem with a GP model, where I cannot directly observe the time of the observations. In particular, I have regulator ~ GP(gp_sigma, gp_length) target = f(regulator) //here f is a function over functions time_position[i] ~ Beta(shape1, shape2) regulator_e…

Fitting GP with noisy observations of time

anon75146577 August 2, 2017, 12:58am 9

Say it with me Michael: a spline is an intrinsic Gaussian process and hence
no more weird than a GP.

Approximate GPs with Spectral Stuff

Topic		Replies	Views
Generalising Gaussian Process (GP) model Modeling specification , gaussian-process	12	1106	October 25, 2017
Gaussian Process Prediction Modeling rstan , techniques , fitting-issues	2	474	March 22, 2021
Advice to improve fit using ODE solver Modeling	1	717	August 1, 2017
Brownian motion with measurement noise Modeling	11	1576	April 26, 2021
Modeling time dynamics with GP Modeling specification , gaussian-process	12	644	April 29, 2020