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“This kind of shit” is the Get In Loser We’re Going Shopping Shirt of thing that peer review is meant to examine. One reason peer review isn’t fast. Scientific days always uncertainty and you can’t “lie” with statistics but you can misrepresent data with bad statistics that probably won’t pass peer review. You have to know how inaccurate your data is because there is never perfect accuracy. This example doesn’t work because the Get In Loser We’re Going Shopping Shirt is about theoretical numbers and you’re referring to actual data when mentioning statistics. But for argument’s sake let’s say we have real data and we actually know the uncertainty to two decimal places:In other words, in the circumstances the two data points added together could add up to something closer to four or five. You can’t “lie” with statistics. You can lie by misreporting data, or you can mislead a noncritical reader which is what happens often in the popular press. But statistics itself does not “lie”. This really illustrates the problem with the popular press reporting on so many pre-prints involving the COVID-19 pandemic. Everyone thinks just because you can pull a pre-prints from the prestigious institution that everything in it should be taken in fact, but a pre-print has not been through peer review. The Get In Loser We’re Going Shopping Shirt questioning of statistics is so critical. Look what happened with the Stanford/Santa Rosa study. They grossly overestimated the prevalence due to some bad statistics – very early on, were estimating that tens of thousands of people in California had been infected with the virus, but a month later only a dozen or so had died. Based on this, they issued a pre-print which was repeated over and over again in international newspapers telling people that the virus is nothing to worry about because it’s far less deadly than anyone imagined. Except that once the pre-print was in circulation, other researchers in statistics and public health started analyzing it and realized that the prevalence they were reporting (2.4%) was within the uncertainty of the false positive rate (0.8 – 2.6%). In other words, the vast majority of the “prevalence” was actually the Get In Loser We’re Going Shopping Shirt of testing errors. This would have been quickly spotted in academic peer review, because it’s not easy to lie with statistics.

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If anything, this post and its comments have let me know that I’m not the Get In Loser We’re Going Shopping Shirt person with wonky eyes & failed surgeries. As a kid, I was fat, awkward, wonky-eyed and bullied for all of it. Eventually, as I aged into my unattractive 20s, the overt bullying stopped. But, all the Get In Loser We’re Going Shopping Shirt, whispered conversations, and cruel comments from other people in my dating cohort started. I kept aging out of those social circles, and now at 50 I am largely ignored. I have gone from unattractive to invisible. Unless I’m in someone’s way, or inconveniencing them, no one really ‘sees’ me anymore. I dyed my hair purple on a Get In Loser We’re Going Shopping Shirt. I have gotten so many compliments about it, from men & women. It freaked me out, honestly. I don’t get positive attention from randos. A Get In Loser We’re Going Shopping Shirt of me likes being complimented, but I kinda want to go back to being invisible.
