Title: Selecting the Best Set of Relevant Environmental Variables along
with the Optimal Regularization Multiplier for Maxent Niche
Description: Complex niche models show low performance in identifying
the most important range-limiting environmental variables and in
transferring habitat suitability to novel environmental conditions
(Warren and Seifert, 2011; Warren et al., 2014). This package helps to
identify the most important set of uncorrelated variables and to
fine-tune Maxent's regularization multiplier. In combination, this
allows to constrain complexity and increase performance of Maxent niche
models (assessed by information criteria, such as AICc (Akaike, 1974) ,
and by the area under the receiver operating characteristic (AUC)
(Fielding and Bell, 1997). Users of this package should be familiar with

(Warren and Seifert, 2011 <DOI:10.1890/10-1171.1>; Warren et al.,
2014 <DOI:10.1111/ddi.12160>). This package helps to identify the
most important set of uncorrelated variables and to fine-tune Maxent's
regularization multiplier. In combination, this allows to constrain
complexity and increase performance of Maxent niche models (assessed
by information criteria, such as AICc (Akaike, 1974
<DOI:10.1109/TAC.1974.1100705>), and by the area under the receiver
operating characteristic (AUC) (Fielding and Bell, 1997
<DOI:10.1017/S0376892997000088>). Users of this package should be

Title: Inference for Maximin Effect in High-Dimensional Settings
Description: Implementation of the sampling and aggregation method for the covariate shift maximin effect, which was proposed in <arXiv:2011.07568>. It constructs the confidence interval for any linear combination of the high-dimensional maximin effect.
Imports: MASS, stats, CVXR, glmnet, intervals, SIHR
Packaged: 2021-11-05 21:34:52 UTC; Zhenyu Wang

Title: Utility Functions for Production R Code
Description: A suite of utility functions providing functionality commonly
needed for production level projects such as logging, error handling,
Imports: dplyr, futile.logger, lubridate, stringr
Suggests: knitr, markdown, testthat, rmarkdown