alts |
Using the basic idea of least trimmed square to detect and remove outliers before estimating the coefficients. Adaptive least trimmed square. |
fardeep |
Using the idea of least trimmed square to detect and remove outliers before estimating the coefficients. A robust method for gene-expression deconvolution. |
LM22 |
Siganature matrix |
mixture |
Gene-expression data from 14 follicular lymphoma patients |
sample.sim |
Generate random sample with different proportion of outliers and leverage points |
tuningBIC |
Tuning parameter k in function alts using Bayesian Information Criterion (BIC) with some adjustment. |