lorbridge
Bridging Log-Odds Ratios and Correspondence Analysis via Closeness-of-Concordance Measures
Provides a unified analytical workflow that bridges conventional binary and multinomial logistic regression with singly-ordered (SONSCA) and doubly-ordered (DONSCA) nonsymmetric correspondence analysis. Log-odds ratios (LORs) from logistic regression are re-expressed as cosine theta estimates and closeness-of-concordance measures (CCMs) -- including Yule's Q, Yule's Y, and r_meta -- on the familiar [-1, +1] scale introduced by Kim and Grochowalski (2019) <doi:10.3758/s13428-018-1161-1>. Bootstrap confidence intervals for cosine theta are provided throughout. The package is intended to help clinical and medical researchers interpret association strength from logistic regression in an intuitive, correlation-like metric, and to connect conventional regression results with geometric correspondence analysis visualisations.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.1.0 |
rolling linux/jammy R-4.5 | lorbridge_0.1.0.tar.gz |
87.0 KiB |
0.1.0 |
rolling linux/noble R-4.5 | lorbridge_0.1.0.tar.gz |
86.9 KiB |
0.1.0 |
rolling source/ R- | lorbridge_0.1.0.tar.gz |
31.5 KiB |
0.1.0 |
latest linux/jammy R-4.5 | lorbridge_0.1.0.tar.gz |
87.0 KiB |
0.1.0 |
latest linux/noble R-4.5 | lorbridge_0.1.0.tar.gz |
86.9 KiB |
0.1.0 |
latest source/ R- | lorbridge_0.1.0.tar.gz |
31.5 KiB |
0.1.0 |
2026-04-26 source/ R- | lorbridge_0.1.0.tar.gz |
31.5 KiB |
0.1.0 |
2026-04-23 source/ R- | lorbridge_0.1.0.tar.gz |
31.5 KiB |