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Problem 6. Consider the simple HMM for a 3-state weather model as illustrated on Slide 62 of Notes #04. We further assume that there are
Problem 6. Consider the simple HMM for a 3-state weather model as illustrated on Slide 62 of Notes #04. We further assume that there are only 5 different observation values in this model. (1) How many parameters do we have for this HMM? List them explicitly. (2) We consider HMM in the context of \"parametric approaches\" since the parameters in (1) fully define the model and if the parameters are known, we can draw sample observation sequences from the model, just like in the case of a parametric density model, where we could draw samples from the density if its parameters are known. Outline a procedure for drawing observation sequences from an HMM with given model parameters. A basic HMM could be: O S:rainy S2: cloudy O S3:sunny O A specific sequence of realization could be viewed as: rainy cloudy cloudy sunny cloudy 70 72 75 78 77
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