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SHIP - Shrinkage Covariance Estimation with Prior Knowledge
Estimates shrinkage covariance matrices from data using user-selected targets, including diagonal, constant-correlation, and knowledge-based targets informed by functional gene groups. The shrinkage intensity is computed analytically.
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quarto
4.93 score 17 scripts 212 downloadsppls - Penalized Partial Least Squares
Linear and nonlinear regression methods based on Partial Least Squares and Penalization Techniques. Model parameters are selected via cross-validation, and confidence intervals and tests for the regression coefficients can be conducted via jackknifing. The method is described and applied to simulated and experimental data in Kraemer et al. (2008) <doi:10.1016/j.chemolab.2008.06.009>.
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3.33 score 43 scripts 253 downloads