Author: Hao Chen, Nancy R. Zhang, and Lynna Chu

Author: Hao Chen, Nancy R. Zhang, Lynna Chu, and Hoseung Song

Title: Graph-Based Sequential Change-Point Detection for Streaming Data
Description: Uses an approach based on k-nearest neighbor information to sequentially detect change-points. Offers analytic approximations for false discovery control given user-specified average run length.  Can be applied to any type of data (high-dimensional, non-Euclidean, etc.) as long as a reasonable similarity measure is available.

Description: Uses an approach based on k-nearest neighbor information to sequentially detect change-points. Offers analytic approximations for false discovery control given user-specified average run length.  Can be applied to any type of data (high-dimensional, non-Euclidean, etc.) as long as a reasonable similarity measure is available.  See references (1) Chen, H. (2019) Sequential change-point detection based on nearest neighbors. The Annals of Statistics, 47(3):1381-1407. (2) Chu, L. and Chen, H. (2018) Sequential change-point detection for high-dimensional and non-Euclidean data <arXiv:1810.05973>.

Description: Three graph-based tests are provided for testing whether two samples are from the same distribution.

Description: Four graph-based tests are provided for testing whether two samples are from the same distribution.  It works for both continuous data and discrete data.

Title: New Graph-Based Multi-Sample Tests
Authors@R: c(person("Hoseung", "Song", role = c("aut", "cre"),
Description: New multi-sample tests for testing whether multiple samples are from the same distribution. They work well particularly for high-dimensional data.

Title: Generalized Weighted Quantile Sum Regression
Author: Stefano Renzetti, Paul Curtin, Allan C Just, Chris Gennings
Description: Fits Weighted Quantile Sum (WQS) regressions for continuous or binomial outcomes.
Imports: Rsolnp, ggplot2, ztable, tableHTML

Author: Stefano Renzetti, Paul Curtin, Allan C Just, Ghalib Bello, Chris Gennings
Packaged: 2018-05-07 16:09:51 UTC; stefanorenzetti