Network & Temporal
610 Breakpoints: How PELT Recalibration Tightened Temporal Analysis
TLDR A penalty sweep across 20 logarithmic steps reduced the corpus change-point count from 889 to 610, with the optimal penalty of 0.2069 selected by elbow...
#calibration
3 investigations
Network & Temporal
889 Breakpoints: Detecting Temporal Shifts in Document Activity
TLDR An algorithm that finds sudden shifts in document activity patterns -- called PELT -- detected 889 verified breakpoints in document activity time series,...
Methodology
Daubert Admissibility: Building a Pipeline for the Courtroom
TLDR Every analytical method in the pipeline was selected to satisfy the legal standard courts use to decide whether scientific evidence is admissible --...