Difference between revisions of "Dynamic and uncertainty"
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__TOC__ | __TOC__ | ||
− | Uncertain variables propagate uncertainty samples during | + | Uncertain variables propagate uncertainty samples during [[Dynamic Simulation|ynamic simulation]]. If an uncertain variable is used in a dynamic simulation, its uncertainty sample is calculated only once, in the initial time period. |
'''Example:''' The following definitions model population changes over time: | '''Example:''' The following definitions model population changes over time: | ||
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==Resampling== | ==Resampling== | ||
− | If you want to create a new uncertainty sample for each time period (that is, resample for each time period), place the distribution in the last parameter of the [[Dynamic function]]. For example, replace <code>Birthrate</code> with its definition in <code>Pop_by_year</code>: | + | If you want to create a new uncertainty sample for each time period (that is, resample for each time period), place the distribution in the last parameter of the [[Dynamic function]]. For example, replace <code>Birthrate</code> with its [[definition]] in <code>Pop_by_year</code>: |
:<code>Pop_by_year := Dynamic(Population, Self[Time - 1] + Normal(1.2, .3))</code> | :<code>Pop_by_year := Dynamic(Population, Self[Time - 1] + Normal(1.2, .3))</code> | ||
− | An alternative way to create a new uncertainty sample for each time period is to make <code>Birthrate</code> a dynamic variable: | + | An alternative way to create a new uncertainty sample for each time period is to make <code>Birthrate</code> a [[dynamic]] variable: |
:<code>Birthrate := Dynamic(Normal(1.2, .3), Normal(1.2, .3))</code> | :<code>Birthrate := Dynamic(Normal(1.2, .3), Normal(1.2, .3))</code> | ||
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==See Also== | ==See Also== | ||
− | * [[Dynamic]] | + | * [[Dynamic]] |
+ | * [[Dynamic Simulation]] | ||
<footer>Dynamic dependencies / {{PAGENAME}} / Dynamic on non-Time Indexes</footer> | <footer>Dynamic dependencies / {{PAGENAME}} / Dynamic on non-Time Indexes</footer> |
Revision as of 22:41, 17 May 2016
Uncertain variables propagate uncertainty samples during ynamic simulation. If an uncertain variable is used in a dynamic simulation, its uncertainty sample is calculated only once, in the initial time period.
Example: The following definitions model population changes over time:
Variable Population := Normal(30, 2)
Variable Birthrate := Normal(1.2, .3)
Time := 1 .. 10
Variable Pop_by_year := Dynamic(Population, Self[Time - 1] + Birthrate)
The uncertainty samples for Population
and Birthrate
are each calculated once, at the initial time period. The same samples are then used for each subsequent time period.
Resampling
If you want to create a new uncertainty sample for each time period (that is, resample for each time period), place the distribution in the last parameter of the Dynamic function. For example, replace Birthrate
with its definition in Pop_by_year
:
Pop_by_year := Dynamic(Population, Self[Time - 1] + Normal(1.2, .3))
An alternative way to create a new uncertainty sample for each time period is to make Birthrate
a dynamic variable:
Birthrate := Dynamic(Normal(1.2, .3), Normal(1.2, .3))
Pop_by_year := Dynamic(Population, Self[Time - 1] + Birthrate)
See Also
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