Category: Method
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The simplest model that works
Why this program deliberately avoids the most capable model available, and what “interpretable” has to mean to be worth anything.
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What supply signal analysis actually looks at
“Social media analysis” is a phrase that should make you suspicious. Here is precisely what this component does and does not do.
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Language and the opioid debate
Several terms in constant use in this field are not what they appear to be, including one in our own founding material.
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What positive identification is actually for
We could not find evidence for the usual justification, so here is the one that survives contact with the data.
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Absence of evidence is not evidence of absence — and not evidence of effect either
The AHRQ finding on risk mitigation is stranger than “the evidence is weak,” and it applies to most of the standard toolkit.
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Observational evidence, and what to do with it
All the strongest evidence on tapering harm is observational. That is a real limitation and it is not a reason to ignore it.
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Base rates and outlier flags
When the behavior you are screening for is rare, most of what you flag will be something else. This is arithmetic, not a criticism of anyone’s analytics.
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What population trends can and cannot tell you
Two things moving at the same time in national data is almost never enough to establish that one caused the other — in either direction.
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How to read a prevalence figure
Prevalence, incidence and persistence answer different questions, and policy written against the wrong one comes out mis-sized.