Desimml
Distributed Estimation in Single-Index Models with Multiple Links ('Desimml')
Provides a user-friendly wrapper for fitting Distributed Single-Index Models with Multiple Links ('SIMML'). It estimates a linear combination (single-index) of baseline covariates X and models the treatment-specific outcome y via treatment-specific, non-parametrically estimated link functions. This allows flexible modelling of complex relationships between covariates, treatments and outcomes.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.1.4 |
rolling linux/jammy R-4.5 | Desimml_0.1.4.tar.gz |
42.3 KiB |
0.1.4 |
rolling linux/noble R-4.5 | Desimml_0.1.4.tar.gz |
42.5 KiB |
0.1.4 |
rolling source/ R- | Desimml_0.1.4.tar.gz |
12.4 KiB |
0.1.4 |
latest linux/jammy R-4.5 | Desimml_0.1.4.tar.gz |
42.3 KiB |
0.1.4 |
latest linux/noble R-4.5 | Desimml_0.1.4.tar.gz |
42.5 KiB |
0.1.4 |
latest source/ R- | Desimml_0.1.4.tar.gz |
12.4 KiB |
0.1.4 |
2026-04-26 source/ R- | Desimml_0.1.4.tar.gz |
12.4 KiB |
0.1.4 |
2026-04-23 source/ R- | Desimml_0.1.4.tar.gz |
12.4 KiB |
0.1.4 |
2026-04-09 windows/windows R-4.5 | Desimml_0.1.4.zip |
47.0 KiB |