R: Distributed Estimation in Single-Index Models with Multiple Links ('Desimml')

# Distributed Estimation in Single-Index Models with Multiple Links ('Desimml')

## Documentation for package ‘Desimml’ version 0.1.4

- DESCRIPTION file
- User guides, package vignettes and other documentation

## Help Pages

der.link | A subfunction used in estimation
fit.simml | Workhorse function for Single-index models with multiple-links (SIMML)
generate.data | generate.data generates an example dataset from a mean model that has a "main" effect component and a treatment-by-covariates interaction effect component (and a random component for noise).
ordinal.data | A function for ordinal categorical response data generation.
pred.simml | SIMML prediction function
simml | Single-index models with multiple-links (main function)