At 38:00 he describes linearity in probability, but I don't understand his explanation. He says that if something has double the chance of happening we do not double it, which is pretty standard, given the join probability formula. However multiplication IS a linear transformation. Therefore, as probability is nonlinear, as shown by a pdf, shouldn't that mean that utility should be nonlinear in probability?
@arkarupbasumallik3 жыл бұрын
No, that is not what he meant. One can explain this using an example. Suppose you have a probability=0.3 of having a wealth of 100 and a probability of 0.7 of having a wealth of 200. Suppose also that u(100)=3 and u(200)=5. Then the initial expected utility, EU=(0.3)u(100)+(0.7)u(200)=(0.3)(3)+(0.7)(5)=0.9+3.5=4.4 Now, suppose that the probability of having a wealth of 100 doubles from 0.3 to 0.6 and consequently the probability of having 200 as wealth changes to 1-0.6=0.4 but the u(100) and u(200) does not change. That is, the instantaneous utilities, alias Bernoulli's utility functions does not depend on probability of states. But the expected utility (von Neumann Morgensten) of course changes with probability and is linear in the corresponding probabilities. The new EU= 0.6u(100)+0.4u(200)=(0.6)(3)+(0.4)(5)=1.8+2=3.8 Notice that the formula for EU=pu(w1)+(1-p)u(w2) is linear in probability, p. Hope this helps.
@arkarupbasumallik3 жыл бұрын
Also, I forgot to add that u(100) does not double from 3 to 6 when the probability of getting 100 as wealth doubles. Only p changes from 0.3 to 0.6 and u(100) remains at 3.
@yongmrchen Жыл бұрын
I think in expected utility theory we assume that the utility (function) of an event or choice does not depend on the probability that that event occurs (it is the utility as if the event is certain), and simply because of this assumption, we can define expected utility as the product of the probability and the utility of the event. This is the same way as we define expected value, in which the value of an event is independent of the probability of the occurrence of the event. If the utility (function) of an event depended on the probability of the occurrence of the event, then the unity function would have two parameters, x and p, i.e., u = u (x, p). It follows that the expected utility would become EU = p*u(x,p). This does not make sense.
@yongmrchen Жыл бұрын
The reason he mentioned linearity in probability is that, I guess, he may discuss decision weight later, which is a function of probability, and that function could be nonlinear.
@ardatekoglu30673 ай бұрын
the whole math and equations on this course is ridiculous so far, i don't think there is much use to them but other than that, useful course..
@juanriojas19263 жыл бұрын
I married a Latina. I have a high-risk preference..
@coomassieblue50353 жыл бұрын
Horrible educator! I am sure he is a very smart man. But he is barely able to finish a sentence, sometimes. The whole lecture seems like an insecure student who desperately tries to show that he knows much instead of teaching what he knows. Nervously reading slides to the students as fast as one can is a habit of a bad teachers. I hope he watches these videos and tries to become better.
@montse619XD2 жыл бұрын
the consistent student participation makes me think he shouldn’t have to break it down as if he were lecturing children… you could slow down the video if you’re unable to keep up lol
@coomassieblue50352 жыл бұрын
@@montse619XD Sure, try to make him look better. But that's the number one excuse of bad teachers: " Smart people would understand" 🙄 I don't expect anything impossible and the subject is not hard. So if he is struggling to sell this simple topic it is his own fault. I really hope that he just had a bad day. But he put this stuff online...so this probably the best that he could do. But it's nice that you are trying to protect him. 👍
@Stjernberg2749 ай бұрын
I've learned a ton from this guy. We should all show some appreciation that these lectures were uploaded and free for all of us to learn from. So far I've only heard people complain about him not speaking with perfect British accent (he's German lol?) and now you his appearance. What about focusing on what he says and what his slides say? To me he's doing a great job at including the class with questions and interactions - a lot better than many lecturers I've had.