If I have the $Q$ matrix, can I somehow find the $P$ matrix?How can I calculate the expected number of...
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If I have the $Q$ matrix, can I somehow find the $P$ matrix?
How can I calculate the expected number of changes of state of a discrete-time Markov chain?If $P$ is an invertible transition probability matrix, does $P^{-1}[i,j]$ have any interesting meaning?Can a stationary distribution be zero vectorSteady state of a $4 times 4$ transition matrixHow to solve for steady state matrix symbolically?Determine periodicity from transition matrix?Condition for a stochastic matrix to be a second order transition probability matrix of a DTMC.Reduce the mixing time by switching a regular state to an absorbing state in a Markov chainMarkov transition matrix: $lim limits_{nto infty} P^n$ and $lim limits_{nto infty} frac1n sum_{k=1}^n P^k$Limit of a Markov Chain?
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I have this $Q$ matrix $$left[begin{array}{rrrr} -6& 1& 2& 3\ 4& -15& 5& 6\ 7& 8& -24& 9\ 10& 11& 12& -33 end{array}right]$$
I was just wonering if there is any way to change the $Q$ matrix to transition $P$ matrix?
probability stochastic-processes markov-chains
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add a comment |
$begingroup$
I have this $Q$ matrix $$left[begin{array}{rrrr} -6& 1& 2& 3\ 4& -15& 5& 6\ 7& 8& -24& 9\ 10& 11& 12& -33 end{array}right]$$
I was just wonering if there is any way to change the $Q$ matrix to transition $P$ matrix?
probability stochastic-processes markov-chains
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add a comment |
$begingroup$
I have this $Q$ matrix $$left[begin{array}{rrrr} -6& 1& 2& 3\ 4& -15& 5& 6\ 7& 8& -24& 9\ 10& 11& 12& -33 end{array}right]$$
I was just wonering if there is any way to change the $Q$ matrix to transition $P$ matrix?
probability stochastic-processes markov-chains
$endgroup$
I have this $Q$ matrix $$left[begin{array}{rrrr} -6& 1& 2& 3\ 4& -15& 5& 6\ 7& 8& -24& 9\ 10& 11& 12& -33 end{array}right]$$
I was just wonering if there is any way to change the $Q$ matrix to transition $P$ matrix?
probability stochastic-processes markov-chains
probability stochastic-processes markov-chains
edited Mar 11 at 13:31
Rócherz
2,9762821
2,9762821
asked Mar 11 at 11:43
Abc123Abc123
174
174
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1 Answer
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$begingroup$
My guess is that by $Q$ matrix you mean the generator of a continuous-time Markov chain
where the transition matrix for time $t$ is the matrix exponential $T(t) = exp(t Q)$ and you want $P = T(1) = exp(Q)$, the transition matrix for a discrete-time Markov chain such that $P^k = T(k)$ for positive integers $k$. There are lots of ways to compute it. See in particular Moler and val Loan, "Nineteen Dubious Ways to Compute the Exponential of a Matrix, Twenty-Five Years Later".
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1 Answer
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1 Answer
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active
oldest
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$begingroup$
My guess is that by $Q$ matrix you mean the generator of a continuous-time Markov chain
where the transition matrix for time $t$ is the matrix exponential $T(t) = exp(t Q)$ and you want $P = T(1) = exp(Q)$, the transition matrix for a discrete-time Markov chain such that $P^k = T(k)$ for positive integers $k$. There are lots of ways to compute it. See in particular Moler and val Loan, "Nineteen Dubious Ways to Compute the Exponential of a Matrix, Twenty-Five Years Later".
$endgroup$
add a comment |
$begingroup$
My guess is that by $Q$ matrix you mean the generator of a continuous-time Markov chain
where the transition matrix for time $t$ is the matrix exponential $T(t) = exp(t Q)$ and you want $P = T(1) = exp(Q)$, the transition matrix for a discrete-time Markov chain such that $P^k = T(k)$ for positive integers $k$. There are lots of ways to compute it. See in particular Moler and val Loan, "Nineteen Dubious Ways to Compute the Exponential of a Matrix, Twenty-Five Years Later".
$endgroup$
add a comment |
$begingroup$
My guess is that by $Q$ matrix you mean the generator of a continuous-time Markov chain
where the transition matrix for time $t$ is the matrix exponential $T(t) = exp(t Q)$ and you want $P = T(1) = exp(Q)$, the transition matrix for a discrete-time Markov chain such that $P^k = T(k)$ for positive integers $k$. There are lots of ways to compute it. See in particular Moler and val Loan, "Nineteen Dubious Ways to Compute the Exponential of a Matrix, Twenty-Five Years Later".
$endgroup$
My guess is that by $Q$ matrix you mean the generator of a continuous-time Markov chain
where the transition matrix for time $t$ is the matrix exponential $T(t) = exp(t Q)$ and you want $P = T(1) = exp(Q)$, the transition matrix for a discrete-time Markov chain such that $P^k = T(k)$ for positive integers $k$. There are lots of ways to compute it. See in particular Moler and val Loan, "Nineteen Dubious Ways to Compute the Exponential of a Matrix, Twenty-Five Years Later".
answered Mar 11 at 12:16
Robert IsraelRobert Israel
327k23216470
327k23216470
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