Imports: survival, graphics, stats, icenReg, aftgee, parallel,
Suggests: mixtools, ICsurv, coxinterval, knitr, rmarkdown, pbapply

Imports: survival, graphics, stats, icenReg, parallel, doParallel,

Suggests: mixtools, ICsurv, coxinterval, knitr, rmarkdown, pbapply,

Suggests: mixtools, ICsurv, knitr, rmarkdown, pbapply, markdown, ks,

Title: Binary and Multiclass Boosting Algorithms
Description: Performs binary and multiclass boosting in maximum-margin, sparse, smooth and normal settings
as described in "A Boosting Framework on Grounds of Online Learning" by T. Naghibi and B. Pfister, (2014).
For further information regarding the algorithms, please refer to http://arxiv.org/abs/1409.7202

Title: Mediation Analysis of Causality under Confounding
Author: Yi Zhao <yi_zhao@brown.edu>, Xi Luo <xi.rossi.luo@gmail.com>
Description: Performs causal mediation analysis under confounding or correlated errors. This package includes a single level mediation model, a two-level mediation model, and a three-level mediation model for data with hierarchical structures. Under the two/three-level mediation model, the correlation parameter is identifiable and is estimated based on a hierarchical-likelihood, a marginal-likelihood or a two-stage method. See reference for details (Zhao, Y., & Luo, X. (2014). Estimating Mediation Effects under Correlated Errors with an Application to fMRI. arXiv preprint arXiv:1410.7217. <https://arxiv.org/abs/1410.7217>).

Author: Yi Zhao <yi_zhao@alumni.brown.edu>, Xi Luo <xi.rossi.luo@gmail.com>
Description: Performs causal mediation analysis under confounding or correlated errors. This package includes a single level mediation model, a two-level mediation model, and a three-level mediation model for data with hierarchical structures. Under the two/three-level mediation model, the correlation parameter is identifiable and is estimated based on a hierarchical-likelihood, a marginal-likelihood or a two-stage method. See Zhao, Y., & Luo, X. (2014), Estimating Mediation Effects under Correlated Errors with an Application to fMRI, <arXiv:1410.7217> for details.