Thread by @JikkyKjj

From the Renz DOD data set... confronting data with more to come.

All health authorities will have data on pulmonary embolism rates for 2021 and should have raised the alarm.

But they haven't.

This is more than 10 standard deviations.
"Never event" level.

The DoD data is robust because the populations are stable and a stable proportion of medical events are recorded in their EMRs.

Defense doctors are the first port of call for defense personnel.

Irrespective of the underlying cause it was a complete abrogation of duty for the DoD to not investigate these "never event" signals.

Another event more than 10SD from the mean...

2SD above the mean is a common safety signal and occurs less than 5% of the time.

Values outside 3SD of the mean occur less than 0.3% of the time.

Anything beyond 5SD are essentially never events.

As an example here the mean number of #myocarditis events over 5 years is 112, with a SD of 30.

So the probability of this value hitting 307 requires 6.5 SD's, or a "z-score" of 6.5.

Probability zero.

You can check yourself here:
calculator.net/z-score-calcul…

The gift that keeps on giving:
#myocarditis is not even the strongest signal in this data set.

Acute myocardial infarction (heart attack) is running at a Z-score of over 60.

Never event.

I could keep going but it's too depressing to see how corrupted even the military medical establishment are. It should never have required "DoD Whistleblowers" to come forward risking their own lives.

The proof that this is real is right here

https://twitter.com/JikkyKjj/status/1478917205165105152?s=20

The source for this dataset was published on Robert Malone's substack here, and the Excel file authored by Thomas Renz.

The letter was authored by @SenRonJohnson

rwmalonemd.com/blog/letter-to…