thanks for the rigorous mathematical treatment. i noticed that this video was released in 2011, way ahead of its time for the content it packs!
@shanefortworth11 жыл бұрын
"that set off fire alarm...that was Christmas day....Merry Christmas..." THAT HAD ME ROLLING! thank you for the vid! I am studying cond. indep. in econometric models and this greatly helps!
@giovangonzales6862 Жыл бұрын
@mathematicamonk You're a great teacher!!! I love you're style. charismatic and very informative on the topic with examples and all.
@KAUSTUBHCHAKRABORTY Жыл бұрын
@mathematicalmonk at 1:26 you write P(A, B, C) =P(A|C) P(B|C) P(C). How do you prove it?
@PieroIT11 жыл бұрын
just... beautiful. thank you there are many tuts on conditional independence but this one is the easiest to follow I found. Kisses and hugs
@michaelx97724 жыл бұрын
The boiler story alone is worth a thousand likes
@hazemalabiad4 жыл бұрын
Very helpful and simple explanation, thank you!
@AhmedElGendyEmagile2 жыл бұрын
Thanks very much it makes it clear for me, appreciated
@mnfchen10 жыл бұрын
A little confusing about the "Head - Tail" relationship, but I'm assuming when you say "the boiler and the alarm are conditionally independent upon observing smoke/steam", you mean that even though the boiler DID cause the alarm to go off, if we somehow DIDN'T know that particular fact but rather observe that the smoke/steam exists, that means we can still know the alarm will go off. In a less convoluted phrasing, given that we see smoke, we know the alarm will go off. We don't care about whether or not the boiler was on or off. The knowledge of the state of the boiler (on or off) is irrelevant since I see smoke, which itself is directly responsible for setting off the alarm (hence, "conditionally independent given the observation of smoke"). ... or am I wrong?
@farhashazmeen54698 жыл бұрын
The lecture is very good.
@nevohraalnavnoj12 жыл бұрын
"And that was a merry Christmas day" --> Lol. :)
@Snerfaru12 жыл бұрын
Excellent Video
@133692110 жыл бұрын
the lectures are quite good. But the example of smoke and steam is not clear enough.
@damplex19355 жыл бұрын
I don't agree with you, those examples really helped me figure out those relationships.
@vaishnavimendu42573 жыл бұрын
The example doesnt work for people who live outside USA and don't know how boilers function :/
@nick_the_greek7713 жыл бұрын
This helped a lot ! Thanks!! :)
@BerkayCelik11 жыл бұрын
you are right there is no mistake just bad writing. That's acceptable:)
@maipyaar6 жыл бұрын
good
@aritzovitzperezgoitia82712 жыл бұрын
I think that your assessment is not true. if a independent of b given c then simply p(a|bc)= p(a|c) or p(ab|c)=p(a|c)p(b|c)
@etiennenoel1411 жыл бұрын
he said c however in the video so probably just bad writting...