Each Patented HATS²™ Single Via Coupon* contains 7 single via structure nets. Each of these 7 Single Via structure nets can be changed to a daisy-chain to allow a mix of single via structure and daisy-chain net data to be collected. Testing 36 of these coupons in one HATS™ Chamber load, you get a sampling of 252 nets of single via structures (or single via & daisy-chain) nets while being able to accurately track the initiation and progression of cracks/separation in each via and correlate to historical information with included daisy-chain nets.
The assumption that a Daisy-chain net has statistical significance to the PCB's they represent in is basically inaccurate. To obtain "significance" from a sampling of via structures in a daisy-chain, mathematical models can be used with assumptions made regarding the similarity and variability within the population of via structures on the PCB's that the daisy-chain represents. As an example, for drilled via structures, a "similarly manufactured" population might be made up of 1200 via structures drilled by a single drill bit. To obtain a result confidence of 95% with a margin of error of 5%, 125 via structures from this one 1200 via drill bit population would need to be in the daisy-chain. Most PCB panels have many more than 1200 via structures and so this 125 structure sampling would need to be repeated for each set of 1200 "similarly manufactured" via structures on the production panel. This would require an unreasonably large daisy chain coupon, manufactured in a way that represents the appropriate "significant" quantity of via structures from each population, which is not practical or feasible in most cases.
There are many issues with grouping "similarly manufactured" via structures to form a via population from which to calculate a statistically significant sampling size, but however you add it up, the numbers of via structures needed in a daisy-chain in order to get statistical significance is higher than what is being tested today.
Results from daisy-chains without many hundreds of via structures in them have little statistical significance to the production panels they represent and are a statistical "feel good" measures at best and at worst, could be hiding small increases in resistance indicating structural issues in the via. In order to test the high resistance associated with a large daisy chains, the current flow through the daisy-chain must be reduced significantly to prevent circuit heating that would change the daisy-chain's resistance. This also affects the accuracy and significant digits of resistance measurement. A 50% crack or separation in a single via structure would go un-noticed as it would only register a change of <0.0005 Ohms in a daisy chain resistance that might exceed 1 Ohm (.05% change). Even if we had several via structures with a 50% crack or separation, only noise would be seen in the measurements made.
Daisy-chains certainly have their place in via reliability & robustness testing to determine the end of via structure failure, but single via structure testing is the only way to monitor cracks/separations in via structures from their initiation through to failure.