Title: Estimating Differential Networks under Semiparametric Gaussian
Description: Provides a modified hierarchical test (Liu (2017) <doi:10.1214/17-AOS1539>) for detecting the structural difference between two Semiparametric Gaussian graphical models. The multiple testing procedure asymptotically controls the false discovery rate (FDR) at a user-specified level. To construct the test statistic, a truncated estimator is used to approximate the transformation functions and two R functions including lassoGGM() and lassoNPN() are provided to compute the lasso estimates of the regression coefficients.
Packaged: 2018-01-04 22:04:23 UTC; qingyangzhang

Title: Analysis of Discretely Observed linear
Author: Charles Doss, Vladimir Minin, Marc Suchard
Description: Frequentist (EM) and Bayesian (MCMC) Methods for Inference
Depends: methods, lattice, numDeriv, Matrix

Description: Frequentist (EM) and Bayesian  (MCMC) Methods for Inference of  Birth-Death-Immigration Markov Chains

Title: Analysis of Discretely Observed Linear
Description: Provides Frequentist (EM) and Bayesian  (MCMC) Methods for Inference of  Birth-Death-Immigration Markov Chains.

Title: Detection of Differential Rhythmicity
Description: Detect Differences in rhythmic time series. Using linear
least squares and the robust semi-parametric rfit() method. Differences in
harmonic fitting could be detected as well as differences in scale of the

Title: The Distributed Online Expectation Maximization Algorithms to
Solve Parameters of Poisson Mixture Models
Description: The distributed online expectation maximization algorithms are used to solve parameters of Poisson mixture models. The philosophy of the package is described in Guo, G. (2022) <doi:10.1080/02664763.2022.2053949>.

Description: Provides information on drug names (brand,
generic and street) for drugs tracked by the DEA. There are functions that
will search synonyms and return the drug names and types. The vignettes
have extensive information on the work done to create the data for the package.
Suggests: dm, knitr, rmarkdown, conflicted, purrr, readr, readxl,
rvest, sqldf, stringr, tidyr, tibble, testthat, usethis, xml2
Packaged: 2021-01-07 15:52:57 UTC; laylabouzoubaa
Author: Raymond Balise [aut, cre] (<https://orcid.org/0000-0002-9856-5901>),