Distance functions for stochastic simulations in R
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I have been using approximate Bayesian computation to parameterize deterministic models. However now I am using stochastic models (Tau-leap method) I don't know how to use these data in distance functions. For example if I have a data point at time t=12 and my stochastic simulation has two points which are at times 11.82 and 12.56 how would I efficiently find the time at t=12 for the distance function?
Thanks in advance,
Emma
stochastic-processes statistical-inference stochastic-analysis parameter-estimation
asked Nov 17 at 11:54
Emma F
12
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up vote
0
down vote
favorite
I have been using approximate Bayesian computation to parameterize deterministic models. However now I am using stochastic models (Tau-leap method) I don't know how to use these data in distance functions. For example if I have a data point at time t=12 and my stochastic simulation has two points which are at times 11.82 and 12.56 how would I efficiently find the time at t=12 for the distance function?
Thanks in advance,
Emma
stochastic-processes statistical-inference stochastic-analysis parameter-estimation
asked Nov 17 at 11:54
Emma F
12
add a comment |
up vote
0
down vote
favorite
up vote
0
down vote
favorite
I have been using approximate Bayesian computation to parameterize deterministic models. However now I am using stochastic models (Tau-leap method) I don't know how to use these data in distance functions. For example if I have a data point at time t=12 and my stochastic simulation has two points which are at times 11.82 and 12.56 how would I efficiently find the time at t=12 for the distance function?
Thanks in advance,
Emma
stochastic-processes statistical-inference stochastic-analysis parameter-estimation
asked Nov 17 at 11:54
Emma F
12
I have been using approximate Bayesian computation to parameterize deterministic models. However now I am using stochastic models (Tau-leap method) I don't know how to use these data in distance functions. For example if I have a data point at time t=12 and my stochastic simulation has two points which are at times 11.82 and 12.56 how would I efficiently find the time at t=12 for the distance function?
Thanks in advance,
Emma
stochastic-processes statistical-inference stochastic-analysis parameter-estimation
stochastic-processes statistical-inference stochastic-analysis parameter-estimation
asked Nov 17 at 11:54
Emma F
12
asked Nov 17 at 11:54
Emma F
12
asked Nov 17 at 11:54
Emma F
12
asked Nov 17 at 11:54
Emma F
12
asked Nov 17 at 11:54
Emma F
12
12
add a comment |
add a comment |
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