Why population coverage closes the inference gap
In FCA matters, opposing experts routinely extrapolate from a small statistical sample to assert system-wide damages. The platform examines all 1,455,400 claims, replacing parametric estimates with the actual distribution.
Underpayment across all 1,455,400 claims
Based on n = 384 claims, scaled to population
Sampling extrapolation overstates damages
Population vs. Statistical Sample
When opposing experts extrapolate from a sample, this is what they miss.
Sampling extrapolation overstates damages by $63,864,160 (48.2%).
Underpayment Distribution
Histogram across the full population — visually demonstrates why averages mislead.
Population Stratification
Population-level evidence by location, payer, and year — used to rebut sampling methodology.
By Location
- Cedar Valley Medical$23.0M
234,120 claims
- Northgate Surgical$28.3M
173,760 claims
- Pacific Crest ER$15.4M
250,860 claims
- Riverside Regional$19.6M
197,180 claims
- Oak Ridge Health$16.8M
161,790 claims
- Summit Point Hospital$13.1M
136,420 claims
- Lakeside Medical Center$10.5M
168,610 claims
- Westfield Surgical$5.7M
132,660 claims
By Payer
- Meridian Health Plan$33.1M
297,950 claims
- Coastline PPO$25.1M
247,820 claims
- Keystone National$19.2M
214,825 claims
- Cascade Mutual$18.2M
182,860 claims
- Liberty Bell Health$14.9M
153,990 claims
- Summit Benefits$12.5M
136,150 claims
- Heartland Assurance$7.1M
118,690 claims
- Beacon Hill Plans$2.3M
103,115 claims
By Year
- 2020$9.5M
145,000 claims
- 2021$14.2M
198,000 claims
- 2022$22.8M
285,000 claims
- 2023$32.4M
342,000 claims
- 2024$36.0M
358,400 claims
- 2025$17.5M
127,000 claims