Building generalized linear models with ultrahigh dimensional features: A sequentially conditional approach.
Published in Biometrics
Conditional screening approaches have emerged as a powerful alternative to the commonly used marginal screening, as they can identify marginally weak but conditionally important variables. However, most existing conditional screening methods need to fix the initial conditioning set, which may determine the ultimately selected variables. If the cond...
