Distributed Estimation in Single-Index Models with Multiple
Links ('Desimml')
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Documentation for package ‘Desimml’ version 0.1.4
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) |