Packaged: 2015-05-26 00:25:21 UTC; michelballings

Imports: randomForest, AUC, genalg, kernlab, stats
Packaged: 2015-09-29 11:52:01 UTC; michelballings

Title: Post-Selection Inference for Nonlinear Variable Selection
Description: Different post-selection inference strategies for kernel
selection, as described in "kernelPSI: a Post-Selection Inference Framework
for Nonlinear Variable Selection", Slim et al., Proceedings of Machine
Learning Research, 2019, <http://proceedings.mlr.press/v97/slim19a/slim19a.pdf>. The strategies rest upon quadratic kernel
association scores to measure the association between a given kernel and an
outcome of interest. The inference step tests for the joint effect of the
selected kernels on the outcome. A fast constrained sampling algorithm is
proposed to derive empirical p-values for the test statistics.
Imports: Rcpp (>= 1.0.1), CompQuadForm, tmg, pracma, kernlab, lmtest
Suggests: bindata, knitr, rmarkdown, MASS, testthat
Packaged: 2019-06-22 21:28:24 UTC; lotfislim

Imports: Rcpp (>= 1.0.1), CompQuadForm, pracma, kernlab, lmtest
Packaged: 2019-09-08 16:37:12 UTC; lotfislim

Packaged: 2019-12-07 22:43:02 UTC; lotfislim

Title: Kernel Smoothing Tools for Philology and Historical Dialectology
Description: Contains kernel smoothing tools designed for use by historical
dialectologists and philologists for exploring spatial and temporal patterns
in noisy historical language data, such as that obtained from historical texts.
The main way in which these might differ from other implementations of kernel
smoothing is that they assume that the function (linguistic variable) being
explored has the form of the relative frequency of a series of discrete
possibilities (linguistic variants). This package also offers a way of exploring
distributions in 2-dimensional space and in time with separate kernels, and
tools for identifying appropriate bandwidths for these.
Imports: benchmarkme, directlabels, dplyr, ggplot2, grDevices,
gridExtra, Hmisc, pbapply, rgdal, reshape2, stats, utils,
Author: Tamsin Blaxter [aut, cre] (<https://orcid.org/0000-0002-1466-8306>)