About this document
1309 6790v1-PotentialPerilPreprocessing by elodiexie is a document available to read on EtoBox.
The document discusses the critical role of preprocessing in statistical analysis, emphasizing its potential benefits and inherent risks, particularly in the context of big data. It introduces the concept of multiphase inference, which involves sequential procedures that build upon each other, and highlights the need for formal statistical principles to guide preprocessing decisions. The authors provide examples from biology and astrophysics to illustrate the challenges and trade-offs associated with prepro
- Author
- elodiexie
- Language
- EN