An introduction to new robust linear and monotonic correlation coefficients.
Mohammad A TabatabaiStephanie BaileyZoran BursacHabib TabatabaiDerek WilusKaran P SinghPublished in: BMC bioinformatics (2021)
Overall, when the distribution is bivariate Log-Normal or bivariate Weibull, TWR performs best in terms of bias and T performs best with respect to RMSE. Under the Normal distribution, MCD performs well with respect to bias and RMSE; but TW, TWR, T, S, and P correlations were in close proximity. The identification of TBL2 may serve as a diagnostic tool for WS patients. A Taba R package has been developed and is available for use to perform all necessary computations for the proposed methods.