mlysy/LocalCop: Local Likelihood Inference for Conditional Copula Models

Implements a local likelihood estimator for the dependence parameter in bivariate conditional copula models. Copula family and local likelihood bandwidth parameters are selected by leave-one-out cross-validation. The models are implemented in 'TMB', meaning that the local score function is efficiently calculated via automated differentiation (AD), such that quasi-Newton algorithms may be used for parameter estimation.

Getting started

Package details

Maintainer
LicenseGPL-3
Version0.0.2
URL https://github.com/mlysy/LocalCop https://mlysy.github.io/LocalCop/
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("mlysy/LocalCop")
mlysy/LocalCop documentation built on Sept. 29, 2024, 9:13 a.m.