Convergence in probability distribution

Elekko
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Homework Statement


Let X_n \in Ge(\lambda/(n+\lambda)) \lambda>0. (geometric distribution)
Show that \frac{X_n}{n} converges in distribution to Exp(\frac{1}{\lambda})

Homework Equations


I was wondering if some kind of law is required to use here, but I don't know what
Does anyone know how this actually can be shown?
I'm taking a probability class, but the course literature I'm using is does not actually cover examples in this part at all. So it makes me hard to understand this :(
 
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Elekko said:

Homework Statement


Let X_n \in Ge(\lambda/(n+\lambda)) \lambda>0.
Show that \frac{X_n}{n} converges in distribution to Exp(\frac{1}{\lambda})

Homework Equations


I was wondering if some kind of law is required to use here, but I don't know what
Does anyone know how this actually can be shown?
I'm taking a probability class, but the course literature I'm using is does not actually cover examples in this part at all. So it makes me hard to understand this :(

What is "Ge(.)"?
 
Ray Vickson said:
What is "Ge(.)"?

Geometric distribution
 
Elekko said:

Homework Statement


Let X_n \in Ge(\lambda/(n+\lambda)) \lambda>0. (geometric distribution)
Show that \frac{X_n}{n} converges in distribution to Exp(\frac{1}{\lambda})

Homework Equations


I was wondering if some kind of law is required to use here, but I don't know what
Does anyone know how this actually can be shown?
I'm taking a probability class, but the course literature I'm using is does not actually cover examples in this part at all. So it makes me hard to understand this :(

(1) What is the definition of convergence in distribution? (If you do not know or understand this you cannot profitably proceed further.)

(2) Assuming you have answered (1) correctly, just write down the actual quantities involved (distributions, etc.) and look at what happens when n → ∞. (You should find this to be straightforward; if not, you need to go back to some earlier courses to fill in some missing background.)
 
There are two things I don't understand about this problem. First, when finding the nth root of a number, there should in theory be n solutions. However, the formula produces n+1 roots. Here is how. The first root is simply ##\left(r\right)^{\left(\frac{1}{n}\right)}##. Then you multiply this first root by n additional expressions given by the formula, as you go through k=0,1,...n-1. So you end up with n+1 roots, which cannot be correct. Let me illustrate what I mean. For this...
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