Bagged Cross-Validation for Kernel Density Bandwidth Selection
Daniel Barreiro Ures, Jeffrey D. Hart, Ricardo Cao, Mario Francisco-Fernandez
Bagged cross-validation for bandwidth selection
in kernel density estimation (Hall and Marron (1987) <doi:10.1007/BF00363516>). This bandwidth selector can achieve greater statistical precision than standard cross-validation while being computationally fast.
parallel, foreach, doParallel, mclust, kedd, stats

Bagging Bandwidth Selection in Kernel Density and Regression
Estimation
Bagging bandwidth selection methods for the Parzen-Rosenblatt and Nadaraya-Watson estimators. These
bandwidth selectors can achieve greater statistical precision than their non-bagged counterparts while being
computationally fast. See Barreiro-Ures et al. (2020) <doi:10.1093/biomet/asaa092> and
Barreiro-Ures et al. (2021) <arXiv:2105.04134>.
Rcpp (>= 1.0.3), parallel, doParallel, kedd, stats, sm,
nor1mix, rgl, rpanel, tkrplot, misc3d
Daniel Barreiro-Ures [aut, cre],
Jeffrey Hart [aut],
Ricardo Cao [aut],
Mario Francisco-Fernandez [aut]

c(person("Witold", "Wiecek", email = "witold.wiecek@gmail.com", role = c("cre", "aut")),
person("Rachael", "Meager", role="aut"),
person("Trustees of", "Columbia University", role = "cph", comment = "tools/make_cc.R"))
Running and comparing meta-analyses of data with hierarchical
Bayesian models in Stan, including convenience functions for formatting
data, plotting and pooling measures specific to meta-analysis.
rstan (>= 2.18.1), rstantools (>= 1.5.0), bayesplot, crayon,
ggplot2, gridExtra, utils, stats
Witold Wiecek [cre, aut],
Rachael Meager [aut],
Trustees of Columbia University [cph] (tools/make_cc.R)

c(person("Witold", "Wiecek", email = "witold.wiecek@gmail.com", role = c("cre", "aut")),
person("Rachael", "Meager", role="aut"),
person("Green", "Brice", role="ctb", comment = "patches for LOO CV"),
person("Trustees of", "Columbia University", role = "cph", comment = "tools/make_cc.R"))
rstan (>= 2.18.1), rstantools (>= 1.5.0), bayesplot, crayon,
ggplot2, gridExtra, utils, stats, testthat
Witold Wiecek [cre, aut],
Rachael Meager [aut],
Green Brice [ctb] (patches for LOO CV),
Trustees of Columbia University [cph] (tools/make_cc.R)