generalized Poisson distribution. See Tong et al. (2013)

Description: The code computes the structural intervention distance (SID) between a true directed acyclic graph (DAG) and an estimated DAG. Definition and details about the implementation can be found in J. Peters and P. Bühlmann: "Structural intervention distance (SID) for evaluating causal graphs", Neural Computation 27, pages 771-799, 2015.

Title: Subgroup Identification Based on Differential Effect Search
Description: Provides function to apply "Subgroup Identification based on Differential Effect Search" (SIDES) method proposed by Lipkovich et al. (2011) <doi:10.1002/sim.4289>.

survival (>= 2.37-7), doParallel (>= 1.0.10), foreach (>=

survival (>= 2.37-7), doParallel (>= 1.0.10), foreach

Title: Similarity Identification in Gene Expression
person("Gangesh", "Beri", , email = "gangesh.beri@uhnresearch.ca", role = c("aut")),
person("Janosch", "Ortmann", , email = "janosch.ortmann@gmail.com", role = c("aut")),
Description: Provides a classification framework to use expression patterns of pathways as features to identify similarity between biological samples. It provides a new measure for quantifying similarity between expression patterns of pathways.
Imports: stats, utils, survcomp, survival, GSVA
biocViews: GeneExpression, Classification, Clustering, Survival
Packaged: 2018-12-10 17:53:22 UTC; alimadani

Title: Statistical Inference in High Dimensional Regression
Description: Inference procedures in the high-dimensional setting for (1) linear functionals and quadratic functionals in linear regression ('Cai et al.' (2019) <arXiv:1904.12891>, 'Guo et al.' (2019) <arXiv:1909.01503>), (2) linear functional in logistic regression ('Guo et al.' <arXiv:2012.07133>), (3) individual treatment effects in linear and logistic regression.
Imports: CVXR, Matrix, glmnet, Rdpack, scalreg, qpdf
Authors@R: c(person("Prabrisha Rakshit", role = c("aut", "cre"), email = "prabrisha.rakshit@rutgers.edu"),person("Tony Cai", role = "aut", email = "tcai@wharton.upenn.edu"),person("Zijian Guo", role = "aut", email = "zijguo@stat.rutgers.edu"))
Packaged: 2021-06-11 17:48:54 UTC; PRABRISHA RAKSHIT