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Markov Chain Transition Probabilities Macro

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Occasional Contributor
Posts: 17
Accepted Solution

Markov Chain Transition Probabilities Macro

Dear all,

 

is there a macro for calculating, e.g. the transition probabilities of matrices that is as elaborate as the R package https://github.com/spedygiorgio/markovchain?

 

I found papers on Elsevier like doi:10.1016/j.cmpb.2003.12.001, but mostly the download links contained in them are broken.

 

I wanted to begin with a calculation of transition probabilities for a base-model matrix that looks like this:

 

OrderID   t0   t1     t2

1234       D    T      D

1235       D    B

 

but extend analysis to higher-order models, consider time-heterogeneity etc.

 

Thank you!


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‎06-30-2017 03:10 PM
SAS Super FREQ
Posts: 3,555

Re: Markov Chain Transition Probabilities Macro

Lots of options, depending on what you are modeling and how you choose to model. Do an internet search for

    sas markov transition matrix

See the recent paper by Chen (2014): http://www.wuss.org/proceedings14/36_Final_Paper_PDF.pdf

Also the macro by Min, Fang, and Chen (2004): http://www.sciencedirect.com/science/article/pii/S0169260703001391

Contact the authors to obtain the macro.

 

For alternatives to SAS/IML, see the article http://support.sas.com/kb/24/494.html

 

 

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Super User
Posts: 9,779

Re: Markov Chain Transition Probabilities Macro

I believed someone have done that before.

But We don't know the logic behind it , therefore it is hard to give you some adivce .

SAS Super FREQ
Posts: 3,555

Re: Markov Chain Transition Probabilities Macro

I am also confused by your question. Usually a markov transition model specifies a matrix of probabilities that indicate the transition probabilities between states. You seem to have a character and non-square matrix.

Occasional Contributor
Posts: 17

Re: Markov Chain Transition Probabilities Macro

The transition matrix I want to estimate is going to be numeric and square. It is going to show the probability of changing from state G to T, for example.

 

My data matrix has numeric states and does not have to be square. 

 

See e.g. http://stats.stackexchange.com/questions/26722/calculate-transition-matrix-markov-in-r#comment49543_...

All I can find are R packages to do so. I am searching for a SAS macro with the same capabilities.

 

Solution
‎06-30-2017 03:10 PM
SAS Super FREQ
Posts: 3,555

Re: Markov Chain Transition Probabilities Macro

Lots of options, depending on what you are modeling and how you choose to model. Do an internet search for

    sas markov transition matrix

See the recent paper by Chen (2014): http://www.wuss.org/proceedings14/36_Final_Paper_PDF.pdf

Also the macro by Min, Fang, and Chen (2004): http://www.sciencedirect.com/science/article/pii/S0169260703001391

Contact the authors to obtain the macro.

 

For alternatives to SAS/IML, see the article http://support.sas.com/kb/24/494.html

 

 

Occasional Contributor
Posts: 17

Re: Markov Chain Transition Probabilities Macro

Thanks for your answer. I already contacted the authors of named paper a while ago, but they don't seem to be active anymore.

 

All solutions I found in SAS were using numeric data, but I could not find anyone that used character data. Clearly, fitting a logit model etc would not work with my form of dataset.

Contributor
Posts: 59

Re: Markov Chain Transition Probabilities Macro

Please provide the current contact details for the corresponding author:

 

SAS macro program for non-homogeneous Markov process in modeling multi-state disease progression

Wu Hui-Min
,
Yen Ming-Fang
,
Tony Hsiu-Hsi Chencorrespondence
☑ This topic is solved.

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