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I am making a Hidden Markov Model for a maternity dataset in R. Lets say I want to observe the patterns in 1st, 2nd and 3rd pregnancy. In every pregnancy, I have two variables i.e Son and Daughter. But my model is taking Son and daughter as states while I want Preg 1,2 and 3 as three different states. Data looks like this;

P1   P2   P3 
S    D     S 
D    D     S 
S    S     D 
S    S     S

How can tailor my model in this way?

Aymen Tasneem
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  • Are you using an external package? Please make the question more clear. – Rui Barradas Oct 29 '18 at 09:56
  • After seeing your questions record I have deleted my answer. I believe that it's obvious that you are trying to use a concept *before* learning it. Please don't do that, read what it is about (there are many online sources) and the packages' docs. – Rui Barradas Oct 29 '18 at 11:14
  • @RuiBarradas I am using packages like "seqHMM", "HMM" and "Traminer". Meanwhile I am also reading different PDFz available for these packages. – Aymen Tasneem Oct 30 '18 at 12:24
  • @RuiBarradas thanks for your advice, I am reading about this topic too. – Aymen Tasneem Oct 30 '18 at 12:25

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