Pólya's Theorem implies Transience and Recurrence of Brownian motion?
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For a talk I am going to prove Pólya's theorem, which states that a simple random walk on $mathbbZ^d$ is recurrent for $d=1,2$ and transient for $dge 3$.
I want to show how this relates to Brownian motion, since a similar result holds. Is there an easy way that Pólya's theorem implies transience and recurrence in different dimensions? Brownian motion is often described as the limit of random walks but I am having trouble finding a reference that spells out the correspondence. For example, I looked at the DonskerâÂÂs invariance principle but this seems to only give you a Brownian motion defined for finite time.
probability-theory brownian-motion
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up vote
1
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For a talk I am going to prove Pólya's theorem, which states that a simple random walk on $mathbbZ^d$ is recurrent for $d=1,2$ and transient for $dge 3$.
I want to show how this relates to Brownian motion, since a similar result holds. Is there an easy way that Pólya's theorem implies transience and recurrence in different dimensions? Brownian motion is often described as the limit of random walks but I am having trouble finding a reference that spells out the correspondence. For example, I looked at the DonskerâÂÂs invariance principle but this seems to only give you a Brownian motion defined for finite time.
probability-theory brownian-motion
add a comment |Â
up vote
1
down vote
favorite
up vote
1
down vote
favorite
For a talk I am going to prove Pólya's theorem, which states that a simple random walk on $mathbbZ^d$ is recurrent for $d=1,2$ and transient for $dge 3$.
I want to show how this relates to Brownian motion, since a similar result holds. Is there an easy way that Pólya's theorem implies transience and recurrence in different dimensions? Brownian motion is often described as the limit of random walks but I am having trouble finding a reference that spells out the correspondence. For example, I looked at the DonskerâÂÂs invariance principle but this seems to only give you a Brownian motion defined for finite time.
probability-theory brownian-motion
For a talk I am going to prove Pólya's theorem, which states that a simple random walk on $mathbbZ^d$ is recurrent for $d=1,2$ and transient for $dge 3$.
I want to show how this relates to Brownian motion, since a similar result holds. Is there an easy way that Pólya's theorem implies transience and recurrence in different dimensions? Brownian motion is often described as the limit of random walks but I am having trouble finding a reference that spells out the correspondence. For example, I looked at the DonskerâÂÂs invariance principle but this seems to only give you a Brownian motion defined for finite time.
probability-theory brownian-motion
edited Jul 26 at 19:55
asked Jul 26 at 19:24
mysatellite
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2,08821027
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