Hitler Learns Probability

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Hitler struggles with the (non-existence of) the first moment of the Cauchy distribution.

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00:00 - 00:03... other than being defined via physical terminology,
00:04 - 00:05the Cauchy distribution could be thought of
00:05 - 00:07as the ratio of two standard normal distributions,
00:08 - 00:12so it is symmetric,
00:12 - 00:15and it has median zero.
00:17 - 00:19And since it is symmetric,
00:19 - 00:21the mean must also be zero.
00:24 - 00:26My Fuhrer,
00:27 - 00:28the mean...
00:31 - 00:33the mean of the Cauchy distribution does not exist.
00:34 - 00:36The integral diverges.
00:53 - 00:58Anyone who can't make sense of this bullshit, leave the room. Otherwise, stay.
01:13 - 01:15That is fucking nonsense!
01:15 - 01:17The mean not being zero is just utter nonsense!
01:18 - 01:23That goddamn thing is symmetric,
01:25 - 01:28so the mean and the median must be the same!
01:29 - 01:31How fucking else can they be different!
01:31 - 01:34The SS could have shot any fucker who doesn't believe that any second!
01:34 - 01:37Split that ungodly thing down at zero,
01:37 - 01:40and because of symmetry the integrals have to negate one another!
01:40 - 01:42My Furher, the definition says the integral diverges!
01:42 - 01:46Why not you fucker? They have the same weight!
01:46 - 01:48But my Fuhrer, we cannot make sense of infinity minus infinity!
01:48 - 01:52You mathematicians can make sense of everything,
01:53 - 01:54but this one thing?
01:56 - 01:57From irrational numbers to imaginary unit,
01:57 - 02:00you devil even found a way to divide zero by zero!
02:00 - 02:03You can define 0! = 1 via convention,
02:04 - 02:08but you cannot define this simple thing?
02:08 - 02:13For fuck's sake, just define it to be zero!
02:14 - 02:16How hard can that be?
02:17 - 02:21Stalin would have executed all of you if you showed him this crap!
02:27 - 02:29I have studied probability for three years now,
02:30 - 02:34and I accepted so many mind-fucking things,
02:34 - 02:36like the probability of a single point in a density is zero.
02:41 - 02:42I thought I have seen it all,
02:43 - 02:47but no, probability finds its way to fuck with me again!
02:48 - 02:53The Bernoullis are bad enough,
02:54 - 02:56but this French-ass Cauchy makes me want to jump off a cliff!
02:56 - 02:59What is the point of coming up with a distribution,
03:00 - 03:02only for the first moment not to exist?
03:04 - 03:07Don't worry, he will drop the course soon.
03:14 - 03:16At least common-sense still works in many cases,
03:19 - 03:23like independence implies zero covariance,
03:25 - 03:26and vice versa.
03:31 - 03:33How many more distributions are there?
03:40 - 03:46I had dreams of mastering probability,
03:46 - 03:49but you always find a way to crush my dream.
03:53 - 03:56Fuck Kolmogorov and Cauchy.