Man pages for bbemkr
Bayesian bandwidth estimation for multivariate kernel regression with Gaussian error

bbemkr-packageBayesian bandwidth estimation for multivariate kernel...
costNegative of log posterior associated with the bandwidths
cost2_gaussianNegative of log posterior associated with the error variance
cost_admkrNegative of log posterior associated with the bandwidths
cov_cholCalculate log marginal likeliood from MCMC output
cov_chol_admkrCalculate log marginal likelihood from MCMC output
data_xSimulated three-dimensional regressors
data_ynormSimulated response variable
data_ytSimulated response variable
gibbs_admkr_erroEstimating bandwidth of the kernel-form error density
gibbs_admkr_nwEstimating bandwidths of the regressors
kerType of kernel function
kernCalculate the R square value and mean square error as...
LaplaceMetropolis_admkrLaplace-Metropolis estimator of log marginal likelihood
LaplaceMetropolis_gaussianLaplace-Metropolis estimator of log marginal likelihood
logdensity_admkrCalculate an estimate of log posterior ordinate used in the...
logdensity_gaussianCalculate an estimate of log posterior ordinate used in the...
loglikelihood_admkrCalculate the log likelihood used in the Chib's (1995) log...
loglikelihood_gaussianCalculate the log likelihood used in the Chib's (1995) log...
logpriorh2Prior of square bandwidths
logpriors_admkrCalculate the log prior used in the log marginal density of...
logpriors_gaussianCalculate the log prior used in the log marginal density of...
mcmcrecord_admkrMCMC iterations
mcmcrecord_gaussianMCMC iterations
NadarayaWatsonkernelNadaraya-Watson kernel estimator
np_gibbsEstimating bandwidths of the regressors
nrrNormal reference rule for estimating bandwidths
warmup_admkrBurn-in period
warmup_gaussianBurn-in period
xmValues of true regression function
bbemkr documentation built on May 29, 2017, 2:20 p.m.