bbemkr-package |
Bayesian bandwidth estimation for multivariate kernel regression with Gaussian error |
bbecost |
Negative of log posterior |
bbecost2 |
Negative of log posterior |
bbelike |
Log likelihood |
bbelogdensity |
Calculate an estimate of log posterior ordinate used in the log marginal density of Chib (1995). |
bbeloglikelihood |
Calculate the log likelihood used in the Chib's (1995) log marginal density |
bbelogpriors |
Calculate the log prior used in the log marginal density of Chib (1995). |
bbeMCMCrecording |
MCMC iterations |
bbemkr |
Bayesian bandwidth estimation for multivariate kernel regression with Gaussian error |
bbewarmup |
Burn-in period |
data_x |
Simulated two-dimensional regressors |
data_y |
Simulated response variable |
kern |
Calculate R square for goodness of fit |
np_gibbs |
Estimating bandwidths of the regressor and the variance of the error density |
nrr |
Normal reference rule |