Many common statistical techniques, such as hypothesis testing, break down in the presence of massive data sets. What common techniques need alternatives in the face of Big Data?
Gabrosek, John, "Breakdowns in Common Statistical and Graphical Techniques for Big Data" (2013). 2013 Presentations. 4.