This implements the methods developed in, L. Bybee and Y. Atchade. (2017) <1707.04306>. Contains a series of methods for estimating change-points given user specified black-box models. The methods include binary segmentation for multiple change-point estimation. For estimating each individual change-point the package includes simulated annealing, brute force, and, for Gaussian graphical models, an applications specific rank-one update implementation. Additionally, code for estimating Gaussian graphical models is included. The goal of this package is to allow for the efficient estimation of change-points in complicated models with high dimensional data.1707.04306>
lbybee/changepointsHD documentation built on Nov. 8, 2017, 7:31 p.m.
|Maintainer||Leland Bybee <[email protected]>|
|License||GPL (>= 2)|
|Package repository||View on GitHub|
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