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Techniques for analyzing the relationship between one (or more) "dependent" variables and "independent" variables.

0 votes
1 answer
443 views

Possible reasons for AUC=1 (from a fitted glm model)?

I am running high-throughput microarray data (methylation array), and after running univariate, lasso and cross-validation lasso analyses, I was able to come down to a list of 15 probes (predictors). …
Douglas's user avatar
  • 21
2 votes
2 answers
5k views

How to choose the best combination of covariates in Cox multiple regression?

I am performing a multivariate Cox regression analysis, and would like to find what combination of those covariates best predict my outcome. … I was thinking about some sort of permutation/combinatorial analysis coupled with Cox regression to find the combination of those targets that best associates with OS? …
Douglas's user avatar
  • 21