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Markov chains and identifying patterns in phone numbers using R

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I have a very long list of phone numbers. There are about 500 unique phone numbers and several thousand calls in total. They are all in time order. I want to look for patterns in this. My initial thoughts were that it is possibly a Markov chain in that each phone number represents a state and the probability of what the next number called will be is different depending upon what the last number called was.

Statistically speaking, does this sound right? How in R would I do this and find out the probabilities?

markov-chains markov-process

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asked 2 days ago

Maths BarryMaths Barry

439

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0

$begingroup$

I have a very long list of phone numbers. There are about 500 unique phone numbers and several thousand calls in total. They are all in time order. I want to look for patterns in this. My initial thoughts were that it is possibly a Markov chain in that each phone number represents a state and the probability of what the next number called will be is different depending upon what the last number called was.

Statistically speaking, does this sound right? How in R would I do this and find out the probabilities?

markov-chains markov-process

share|cite|improve this question

asked 2 days ago

Maths BarryMaths Barry

439

$endgroup$

add a comment | 

$begingroup$

I have a very long list of phone numbers. There are about 500 unique phone numbers and several thousand calls in total. They are all in time order. I want to look for patterns in this. My initial thoughts were that it is possibly a Markov chain in that each phone number represents a state and the probability of what the next number called will be is different depending upon what the last number called was.

Statistically speaking, does this sound right? How in R would I do this and find out the probabilities?

markov-chains markov-process

share|cite|improve this question

asked 2 days ago

Maths BarryMaths Barry

439

$endgroup$

share|cite|improve this question

asked 2 days ago

Maths BarryMaths Barry

439

share|cite|improve this question

asked 2 days ago

Maths BarryMaths Barry

439

asked 2 days ago

Maths BarryMaths Barry

439

asked 2 days ago

Maths BarryMaths Barry

439