#predictive-distribution

At a test input, the GP posterior of the latent noise-free function has standard deviation $0.15$. The observation noise has standard deviation $\sigma = 0.2$. What is the half-width of the 95% band (mean $\pm 2$ standard deviations) for a new noisy observation $y_*$ at that input?