Overview of Statistical Sampling and Extrapolation | Forensus’ Framework
Statistical sampling analysis is most commonly used when one seeks to infer useful information about a relatively large population without examining every unit in the population by examining only a subset of that population (i.e. a sample). As part of…
Read moreUsing a Probe Sample for Healthcare Audits and CIA Claims Reviews
Statistical sampling is routinely used in audits and investigations when seeking to reach conclusions about large volumes of data. A probe sample can be a key tool in increasing the efficiency and reducing the cost of statistical sampling analysis. A…
Read moreDetermining Sample Size with RAT-STATS | Framework STEP FOUR
Determining the sample size is an important step of planning a sample design. Too small a sample may diminish the utility and precision of the results, while too large a sample consumes excess time and effort …
Read moreExtrapolating Liability in FCA Cases | Decisions of Medical Necessity
There is considerable hesitancy in the healthcare industry to rely on statistical sampling for questions deemed subjective in nature, or when the sampling units in a population might be considered too unique. This generally manifests when attempting to extrapolate liability…
Read moreExtrapolating Sample Results with RAT-STATS | Framework STEP SEVEN
Consider the concept of statistical inference (i.e. extrapolation). Following the proper design, selection and analysis of a sample, we can assume the characteristics witnessed in the sample can be reasonably estimated (i.e. inferred) for the total population … extrapolation expert
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