Change Point Detection in High-Dimensional Linear Regression
Models
Yue Bai [aut, cre],
Abolfazl Safikhani [aut]
c(person("Yue", "Bai", email = "baiyue@ufl.edu", role = c("aut", "cre")),
person("Abolfazl", "Safikhani", email = "a.safikhani@ufl.edu", role = c("aut")))
A unified framework for simultaneous structural break detection and parameter estimation in high-dimensional linear models. The proposed method can handle a wide range of models, including change-in-mean model, multiple linear regression model, Vector auto-regressive model and Gaussian graphical model.
stats, graphics, mvtnorm, factoextra, Rcpp, lattice, xtable,
ggplot2, glmnet, sparsevar

stats, graphics, mvtnorm, factoextra, Rcpp, ggplot2, glmnet,
sparsevar

Minimum Distance Estimation in Linear Regression Model
Consider linear regression model Y = Xb + error where the distribution function of errors is unknown, but errors are independent and symmetrically distributed. The package contains a function named LRMDE which takes Y and X as input and returns minimum distance estimator of parameter b in the model.

Sriharsha Veeramachaneni and Ken Williams
Train and predict using fast prototype-based Linearized
Support-Vector Regression methods.

Clustering Communication Networks Using the Stochastic Topic
Block Model Through Linkage.fr
httr, jsonlite, RColorBrewer, sna, network
Charles Bouveyron, Pierre Latouche, Stéphane Petiot, Carlos Ocanto
It allows to cluster communication networks using the Stochastic
Topic Block Model <doi:10.1007/s11222-016-9713-7> by posting jobs through
the API of the linkage.fr server, which implements the clustering method.
The package also allows to visualize the clustering results returned by the server.

Plot Linkage Group Maps with Quantitative Trait Loci
person("Lisa", "Ouellette", email = "louellet@uncc.edu", role = c("aut", "cre"))
Produces high resolution, publication ready linkage maps
and quantitative trait loci maps. Input can be output from 'R/qtl',
simple text or comma delimited files. Output is currently
a portable document file.
plotrix (>= 3.6-3), grDevices, graphics, utils