braunm/sparseHessianFD: Numerical Estimation of Sparse Hessians

Estimates Hessian of a scalar-valued function, and returns it in a sparse Matrix format. The sparsity pattern must be known in advance. The algorithm is especially efficient for hierarchical models with a large number of heterogeneous units. See Braun, M. (2017) <doi:10.18637/jss.v082.i10>.

Getting started

Package details

MaintainerMichael Braun <braunm@smu.edu>
LicenseMPL (== 2.0)
Version0.3.3.7
URL https://braunm.github.io/sparseHessianFD/ https://github.com/braunm/sparseHessianFD/
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("braunm/sparseHessianFD")
braunm/sparseHessianFD documentation built on Oct. 26, 2022, 1:49 a.m.