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Project - Woozle Study
Let W be the 5 x 5 matrix from the data attached, where each entry is a probability between 0 and 1 rather than a percentage:
PROBLEM 1. Observe that Wn→ = n→ where n→ =. Explain why this makes sense.
PROBLEM 2. Observe that WTp→≈p→ where p→ =. Explain why this makes sense.
PROBLEM 3. Let I denote the 5 x 5 identity matrix.
(a) Find all solutions x→ to the equation Wx→ = x→. What is the rank of the matrix W - I?
(b) Find all solutions x→ to the equation WTx→ = x→. What is the rank of the matrix WT - I?
(c) Explain why it is not a coincidence that the rank of W - I and WT - I are the same.
PROBLEM 4. Think of a process that Christopher might have used to calculate the percentage of time that woozle spend doing each activity. If your answer involves solving a certain system of linear equations, explain how Christopher could anticipate that the system is consistent.
Attachment:- Assignment Files.rar
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