Being able to derive screening data from very large-scale experiments without the need to test every interacting pair separately has remained largely an elusive goal.

The methods required, however, are far from simple because the strategy for baseline random screening intervention assignment must also be emulated. The authors applied advanced causal inference ...

Screening for ultrahigh-dimensional features becomes dificult in the presence of outlying observations, heterogeneous or heavy-tailed distributions, multi-collinearity, and confounding effects.

Methods: The effect of the intervention on CRC screening receipt during follow-up was estimated using methods that adjusted for biases due to missing data and self-report and for different ...

Colorectal cancer (CRC) is a type of cancer that originates in the colon or rectum from precancerous polyps, which can evolve ...