Giuseppe Andrea Paleologo wrote:
> 
> I am dealing with a simple conjecture. Given two generic positive random
> variables, is it always true that the sum of the quantiles (for a given
> value p) is greater or equal than the quantile of the sum?
> 
> In other words, let X, Y be positive random variables with continuous
> but arbitrary joint CDF F(x,y), and let Z = X + Y, with CDF Fz(z). Let
> Fx(x) and Fy(y) are the marginal CDFs for X and Y respectively. Is it
> true that
> 
> Fx^-1 (p) + Fy^-1 (p) >= Fz^-1(p)
> 
> with 0 < p < 1 ?
> 
> Any insight or counterexample is greatly appreciated. I am sure this is
> proved in some textbook, but independently from that, I think this
> should be doable via elementary methods...
> 

I'm sure I've seen it somewhere. 

It seems obvious for well-behaved cases, and I assume it is true in
general,
but I must admit my brain is completely not in gear at the moment.

Glen


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