fitted.bsam {bsamGP} R Documentation

Compute fitted values for a bsam object

Description

Computes pointwise posterior means and 100(1-\alpha)% credible intervals of the fitted Bayesian spectral analysis models.

Usage


## S3 method for class 'bsam'
fitted(object, alpha = 0.05, HPD = TRUE, ...)


Arguments

 object a bsam object alpha a numeric scalar in the interval (0,1) giving the 100(1-\alpha)% credible intervals. HPD a logical variable indicating whether the 100(1-\alpha)% Highest Posterior Density (HPD) intervals are calculated. If HPD=FALSE, the 100(1-\alpha)% equal-tail credible intervals are calculated. The default is TRUE. ... not used

None.

Value

A list object of class fitted.bsam containing posterior means and 100(1-\alpha)% credible intervals. Generic function plot displays the results of the fit.

The output list includes the following objects:

 fxobs posterior estimates for unknown functions over observation. fxgrid posterior estimates for unknown functions over grid points. wbeta posterior estimates for parametric part. yhat posterior estimates for fitted values of response. For gbsar, it gives posterior estimates for expectation of response.

bsaq, bsaqdpm, bsar, bsardpm
## See examples for bsaq, bsaqdpm, bsar, and bsardpm